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University of Connecticut OpenCommons@UConn Doctoral Dissertations University of Connecticut Graduate School 11-27-2018 In Situ Investigation of ermally Activated Processes Using MEMS-Based Devices: Practical Challenges & Applications Sriram Vijayan University of Connecticut - Storrs, [email protected] Follow this and additional works at: hps://opencommons.uconn.edu/dissertations Recommended Citation Vijayan, Sriram, "In Situ Investigation of ermally Activated Processes Using MEMS-Based Devices: Practical Challenges & Applications" (2018). Doctoral Dissertations. 2009. hps://opencommons.uconn.edu/dissertations/2009
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Page 1: In Situ Investigation of Thermally Activated Processes ...

University of ConnecticutOpenCommons@UConn

Doctoral Dissertations University of Connecticut Graduate School

11-27-2018

In Situ Investigation of Thermally ActivatedProcesses Using MEMS-Based Devices: PracticalChallenges & ApplicationsSriram VijayanUniversity of Connecticut - Storrs, [email protected]

Follow this and additional works at: https://opencommons.uconn.edu/dissertations

Recommended CitationVijayan, Sriram, "In Situ Investigation of Thermally Activated Processes Using MEMS-Based Devices: Practical Challenges &Applications" (2018). Doctoral Dissertations. 2009.https://opencommons.uconn.edu/dissertations/2009

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In Situ Investigation of Thermally Activated Processes Using MEMS-Based Devices:

Practical Challenges & Applications

Sriram Vijayan, PhD,

University of Connecticut, 2018

In situ heating holders offer the possibility of studying thermally activated processes by performing

real time, high temperature experiments inside the transmission electron microscope. The poor

thermal stability of traditional furnace-type heating holders limits their use to a narrow range of

materials and processes. Modern micro electro mechanical system (MEMS) based heating holders

have significantly improved the ability to perform such experiments and have led to a revival in

the field of in situ TEM. The excellent thermal stability of the MEMS devices allows us to carry

out controlled heating and cooling experiments on both particulate and bulk samples at high spatial

resolution. Despite these advantages, there are several practical challenges to the use of MEMS-

based heating holders. In this dissertation, two important issues that impede the reliable

interpretation of data from MEMS-based in situ heating experiments are addressed: measurement

of specimen temperature, and preparation/transfer of site-selective specimens from bulk samples.

It is shown that the specimen temperature can be obtained from the size-dependent sublimation

behavior of monodisperse polyvinyl pyrrolidone capped Ag-nanocubes using the Kelvin equation.

This approach gives the temperature of the microheater membrane to an accuracy of ±5 ⁰C, and a

systematic evaluation of the different potential sources of error is presented. Next, a protocol is

described for using a dual-beam focused ion beam - scanning electron microscope (FIB-SEM) to

perform site selective specimen preparation and transfer onto a MEMS microheater. The critical

features of this protocol are the specimen geometry and a custom FIB-SEM sample stage that

minimizes ion beam exposure during the procedure. This approach is then used to prepare cross-

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Sriram Vijayan,

University of Connecticut, 2018

sectional specimens from gas-atomized powder particles of three Al-alloys; solid solution

strengthened Al-Mg, precipitation hardenable Al-Mg-Si, and an Al-Mn-Cr-Co-Zr alloy, which

contains icosahedral quasicrystalline dispersoids. In situ scanning transmission electron

microscopy heating experiments on these samples revealed a wide variety of thermally activated

processes such as: solute redistribution to eliminate micro-segregation; dissolution, coarsening,

transformation and decomposition of secondary phases; and precipitation within the aluminum

matrix.

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In Situ Investigation of Thermally Activated Processes using MEMS-Based Devices:

Practical Challenges & Applications

Sriram Vijayan

B-Tech, Jawaharlal Nehru Technological University, Hyderabad, 2009

M-Tech, Indian Institute of Technology-Madras, Chennai, 2011

A Dissertation

Submitted in the Partial Fulfillment of the

Requirements for the Degree of

Doctor of Philosophy

at the

University of Connecticut

2018

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© Copyright by

Sriram Vijayan

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APPROVAL PAGE

Doctor of Philosophy Dissertation

In Situ Investigation of Thermally Activated Processes Using MEMS-Based Devices:

Practical Challenges & Applications

Presented by

Sriram Vijayan, M-Tech

Major Advisor

______________________________________________________________________________

Mark Aindow

Associate Advisor

______________________________________________________________________________

C. Barry Carter

Associate Advisor

______________________________________________________________________________

Seok-Woo Lee

University of Connecticut

2018

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Acknowledgements

I would like to thank my advisor Dr. Mark Aindow for his unconditional support and guidance

throughout my PhD. Dr. Aindow gave me freedom to pursue my interests and ideas. He has been

a great advisor and I have learnt a lot from him. Working with Dr. Aindow, I got the opportunity

to be a part of several collaborative projects with other research groups and this helped me become

a well-rounded researcher. Over these six years our interactions led to wonderful discussions over

a wide array of topics ranging from research to soccer. Working for him has been a memorable

experience and choosing him as my advisor has been the best decision of my life, thus far. His

professionalism is best described by the fact that he (an ardent Liverpool FC fan) decided to keep

me as his student despite knowing that I am a Manchester United fan. Thank you for everything

Dr. Aindow.

During my graduate school life at UConn I have received encouragement and guidance from

several faculty members and I would like to sincerely thank them for their help -

My doctoral committee members: Dr. C. Barry Carter, Dr. Seok-Woo Lee, Dr Rainer Hebert, Dr.

Dr.Volkan Ortalan and Dr. Yuanyuan Zhu for their valuable guidance and time.

I would like to especially thank Dr. C Barry Carter. I have immensely benefited from my

interactions with him. He has been a great inspiration and his advice has always held me in good

stead.

Dr. Roger Ristau and Dr. Lichun Zhang for teaching me the basics of electron microscopy and

training me on the electron microscopes.

Dr. Pamir Alpay and Dr. Seok-Woo Lee for giving me a chance to collaborate with their research

groups on several projects.

Dr. Avinash Dongare is a wonderful mentor. The practical advice on life and career that he

imparted was very useful. I am also thankful to him and his wife Faye for inviting me to their

house parties on several occasions. I must state on record that Faye makes some of the most

delicious food I have ever had.

Dr. Rampi Ramprasad is an excellent teacher, my conversations with him always inspired me to

think ‘outside the box’.

Dr George. R. Rossetti Jr, Dr. Fred Pettit, Dr. Radenka Maric and Dr. Bryan Huey who taught me

the nuances of Materials Science and Engineering during my first year of graduate school

coursework.

It is said that the true measure of a journey is known by the friends you make rather than the miles

you cover. During my PhD journey I have made several friends and these people have helped me

make this journey fun, exciting and worth it. I would like to thank -

My lab mates (previous and present): Neal Magdefrau, Mauricio Gordillo, Christian Ayala, Louis

Gambino, Yu Sun, Haibo Yu, Bahareh Deljoo, Na Luo, Benjamin Bedard, Alexis Ernst, Sarshad

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Rommell, Hannah Leonnard, Mingxuan Li, Justin Greenwood, Samuel Bedard, Amy Hernandez,

Sara Benedetti and Alex Freeman.

My friends at UConn: Arun Kumar M.K, Amit. A. Joshi, Venkatesh Botu, Ameya Akkalkotkar,

Sumit Athikaavil Suresh, Murugappan Sathappa, Anand Chandrashekaran, Edward Eskew, Kelly

Bertolaccini, Charlotte Couve, Lisa Nic An Bhreithimh, Shana P Clarke, Timothy Bussey, Satyesh

Kumar Yadav, Ghanshyam Pilania, Rahul Narayanan, Bushra Hussain, Ananya Das, Apurba Das,

Chandra Dixit, Nikhil Ram Mohan, Kunica Asija, Arnab Roy, Danielle Heichel, Sonia Chavez,

Greg Treich, Berdakh Utermuratov, Yigrem Assafa, Ruth Yuste, Thomas Briggs, Adam

Wentworth, Adam Jacobs, Rishi Kumar, Weyshla Rodriguez, Ajith Pattammattel, Prakhar

Mansukhani, Drew Clearfield, Jason Pattis, Matthew Janish, Manuel Rivas, Tulsi Patel, Jie Chen,

Sergey Galitsky, Garvit Agarwal, Rohit Batra, Khushboo Mittal, Khaleel Mahmood, Harish

Ravichandar, Hamza Omar, Tara Merin, Deepak Kamal, Sahil Vohra, Joseline Raja, Sudeep

Bapat, Abraham Joseph Pellisserry, Anees Ahmed, Namita Tipnis, Anubhav Mathur, Vignesh

Vasu, Shariq Mohammed, Abhishek Saha, Tithi Basu Malick, Deepthi Vargheese, Chris Hazlett,

Karla Arias, Austin McDannald, Hamid Reza Khassaf, Tumerkan Mehmet Kesim, Cain Hung,

Keith Dusoe, Tyler Flannagan, John Sypek, Jessica Maita, Randi Mendes, Preeti Sreenivasan,

Deya Das, Suresh Dasari, and Saketh Gudipati

During my six years at UConn I have been part of several groups and organizations which helped

me become a well-rounded individual; Tarang, UConn Krav Maga, UConn Outdoors, MRS

student chapter, the intramural softball team- Diamond Defects and Pitch Perfect, the Racquetball

group, the Rock-climbing group, the Pub-32 gang, and the Corleone’s trivia team (Team PMS).

I am also thankful to Theresa Mamunez (Terry) for making my stay at Storrs enjoyable and

memorable.

My Mom and Dad for their constant love and support. They have very patiently and silently

supported me throughout my PhD. I am forever grateful to them for giving me a wonderful life.

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Table of Contents

1. Chapter 1: Introduction 1

1.1. In Situ Transmission Electron Microscopy 1

1.2. Structure of the Thesis 4

2. Chapter 2: Literature Review 5

2.1. In Situ Heating inside the TEM 5

2.2. Investigating Solid-State Transformations using In Situ TEM 8

2.2.1. Kinetics and Mechanism of Precipitation in Alloys 9

2.2.2. Cellular Transformations 11

2.2.3. Martensitic Transformations 11

2.2.4. Massive Transformations 12

2.2.5. Order-Disorder Transformations 14

2.2.6. Crystallization and Amorphization 14

2.2.7. Grain Boundary Dynamics 15

2.2.8. Interface Reactions 16

2.3. In Situ Heating inside the TEM: The Stimuli 16

2.4. In Situ Heating Holders 17

2.4.1. Furnace Based Heating Holders 18

2.4.2. Wire/Grid Based Heating Holders 22

2.4.3. Micro Electro Mechanical Systems Based Heating Holders 24

2.4.4. Factors Affecting the Performance of the Microheater 27

2.5. Objectives of this Thesis 32

3. Chapter 3: Temperature Calibration of TEM Specimen Heating Holders by

Isothermal Sublimation of Silver Nanocubes 33

3.1. Introduction 35

3.2. Literature Review 38

3.3. Background Theory 50

3.4. Materials & Methods 52

3.5. Results 55

3.5.1. Sublimation During Continuous Illumination 55

3.5.2. Sublimation with Intermittent Illumination 62

3.5.3. Effect of Other Parameters 65

3.6. Discussion 69

3.6.1. Experimental Parameters 69

3.6.2. Sources of Error 72

3.6.3. Deviation from the Set-Point Temperature 73

3.6.4. Broader Applicability of the Technique 74

3.7. Conclusions 75

4. Chapter 4: Focused Ion Beam Preparation of Specimens for Micro-Electro

Mechanical System-based Transmission Electron Microscopy Heating

Experiments 77

4.1. Introduction 77

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4.2. Literature Review 78

4.3. Specimen Preparation Procedure 85

4.3.1. Design of the MEMS Chip 85

4.3.2. Geometries of the Specimen & FIB Stage Block 86

4.3.3. Sequence of Operations 88

4.4. Materials & Methods 92

4.5. Results & Discussion 93

4.5.1. Imaging of (100) Si Wafer 93

4.5.2. In Situ Heating of Ag on (100) Si 94

4.6. Conclusions 98

5. Chapter 5: In Situ STEM Investigations of Thermally Activated Processes in

Gas Atomized Powder Particles 100

5.1. Introduction 100

5.2. Literature Review 101

5.2.1 Gas Atomization 101

5.2.2 In Situ Investigations of Thermally Activated Processes in Al-Alloys 102

5.2.3 In Situ Investigations of Thermally Activated Processes in

Rapidly Solidified Al-alloys 108

5.3. Materials & Methods 110

5.4. Results & Discussion 112

5.4.1 Thermally Activated Processes in Al-Mg Alloys 113

5.4.2 Thermally Activated Processes in Al-Mg-Si Alloys 114

5.4.3 Thermally Activated Processes in Al-Cr-Mn-Co-Zr Alloys 117

5.5. Conclusions 119

6. Chapter 6: Summary & Future Work 120

6.1. Summary 120

6.2. Future Work 123

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List of Tables

Table 3.1: Data from experiments performed under continuous illumination conditions at different

set-point temperatures ……………………………………………………………………………61

Table 3.2: Data from experiments performed under intermittent illumination conditions at different

set-point temperatures……………………………………………………………………………63

Table 3.3: Data from experiments performed under continuous illumination with a set-point

temperature of 850 ̊ C with three different durations of intermediate hold at 400 ̊ C……………..65

Table 3.4: Data from experiments performed under intermittent illumination with a set-point

temperature of 850 ˚C in three different window locations on the same MEMS chip……………66

Table 3.5: Data from experiments performed under intermittent illumination with a set-point

temperature of 750 ̊ C on three different MEMS chips…………………………………………...67

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List of Figures

Figure 1.1: Left: device for a gas supply on the early TEM “Ubermikroskop” in 1942. Imaging

example: colloidal silver particles under increasing air pressure. Reproduced from [12]………….1

Figure 1.2: Schematic summarizing the different kinds of stimuli used in in situ TEM. Reproduced

from [2]……………………………………………………………………………………………3

Figure 2.1: The effect of initial grain boundary misorientation on grain boundary precipitate

densities in Al-7.8% Zn-2.5% Mg alloy. (a) random high angle grain boundary and (b) is

coincidence boundary in the same quenched single-phase specimen; (a’) and (b’) are the

boundaries after in situ ageing at 250 ⁰C for 90 s. Reproduced from [38]…………………………10

Figure 2.2: The log-log plot of the average particle size against dissolution time showing the

change from linear to parabolic kinetics as θ’ precipitates shrink and eventually became isolated.

Reproduced from [41]……………………………………………………………………………11

Figure 2.3: Near planar portions of the transformation front between growing ζ phase and shrinking

β phase of Ag-24.5%Al (870 K) (top) Dark field image of ζ illustrating stacking faults (bottom)

Dark-field image of the β phase at the other side of the boundary shown in (top image). Reproduced

from [47]…………………………………………………………………………………………13

Figure 2.4: (left) Schematic diagram of a side-entry double tilt hot stage of the furnace type. The

X tilt axis drive rods are used to supply current to the heater, eliminating flexing of electrical leads.

For clarity the radiation shields and main stage body are not shown in diagram. Reproduced from

[1]. (Right) The schematic of the latest Gatan 652 double tilt furnace type heating stage.

Reproduced from [75]……………………………………………………………………………20

Figure 2.5: (left) The exploded view drawing of a tip of Philips heating and biasing holder. (Right)

Top view (a) and bottom view of the tip. Reproduced from [73]…………………………………20

Figure 2.6: A single tilt side-entry hot stage of the ribbon type. A- Tungsten wire hinge; B-

Specimen; C-Pt-Rh heater strip; D-titanium stage body; E-gold plated Be-Cu spring; F-quartz

support rods. Reproduced from [1]……………………………………………………………….23

Figure 2.7: Kamino Holders (a) One wire type, (b) Two-wire type, (c) Gas-injection type.

Reproduced from [70]……………………………………………………………………………23

Figure 2.8: Carbon film on a spirally wound tungsten heater. Reproduced from [78]…………….24

Figure 2.9: Schematic illustration of top view and cross-sectional view of the two most common

membrane designs used for TEM sample carriers; (left) Closed membrane (right) Open membrane.

Reproduced from [82]……………………………………………………………………………26

Figure 2.10: Schematic illustration of common metal heater designs; (left) double spiral, (right)

meander. Reproduced from [82]………………………………………………………………….27

Figure 3.1: Expansion of gallium inside a carbon nanotube with increasing temperature. a–c,

Changing level of the gallium meniscus at 58 °C (a), 490 °C (b) and 45 °C (c); scale bar, 75 nm.

(d), Height of the gallium meniscus plotted against temperature, measured in steps of 30–50 °C;

results are averaged (green curve) from closely similar measurements obtained during heating

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(red) and cooling (blue). The nanothermometer was synthesized in a vertical radiofrequency

furnace (which differs from a one-step arc-discharge method). A homogeneous mixture of Ga2O3

and pure, amorphous, active carbon (weight ratio, 7.8:1) was reacted in an open carbon crucible

under a flow of pure N2 gas: at 1360 °C, the reaction Ga2O3(solid) + 2C(solid) → Ga2O (vapor) +

2CO (vapor) occurs. However, on the inner surface of a pure graphite outlet pipe at the top of the

furnace, the temperature is lower (around 800 °C), causing the reaction Ga2O(vapor) + 3CO (vapor)

→ 2Ga (liquid) + C(solid) + 2CO2 (vapor) to occur, during which the ‘nanothermometers’ are

created. Reproduced from [88]………………………………………………………………37

Figure 3.2: Demonstration of electron thermal microscopy. (a) A bright-field transmission electron

micrograph of a heater wire with tapered electrodes fabricated on a silicon nitride membrane using

electron-beam lithography. Application of bias to the electrodes allows nanoscale thermal

gradients to be produced near the wire due to Joule heating. Indium islands are visible on the back

side of the membrane. Scale bar is 1 µm. (b) A thermal map of the same region. Each pixel is

colored according to the bias current needed to melt the indium island nearest to that pixel. The

map is assembled from 50 separate images, recorded at increments of applied bias. (c) A finite-

element thermal model of the device using a thermal conductivity of 3.6 W/m-K for the silicon

nitride and a temperature coefficient of resistivity, R, of 1.8*10-3/K for palladium. Here, the colors

represent currents that cause the regions to be greater than 157 °C, which is the melting temperature

of bulk indium. Reproduced from [90]…………………………………………………………..38

Fig. 3.3. Temperature calibration. (a) Raman and pyrometer calibration cross correlation. The inset

shows the IR image of the heating spiral taken with high end FLIR imaging camera. (b) Measured

and Set temperature change during long exposure time. (c) Temperature variation in horizontal

direction of the spiral. Error bars (3%) are also shown. Reproduced from [81]…………………41

Fig. 3.4 Thermal imaging of the MEMS microheater with no windows (a) and with windows (b),

and line plot along the direction indicated by the two arrows (c). Reproduced from [24]………41

Fig. 3.5: Experiment overview. (A) Apparatus: a STEM, a biasing sample holder, a power source

for Joule-heating the sample, and an EELS spectrometer. (B) Aluminum EELS data characteristic

of 293 K (black) and 413 K (red). The vertical lines in the inset indicate the plasmon peak centers,

as determined by curve-fitting, and the arrows indicate the peak maxima. (C) Scanning electron

microscope image of an example device architecture. Four leads connect to three Al device

geometries over an electron transparent, Si3N4 membrane. (D) A false-color temperature map of a

80-nm-thick, 100-nm-wide serpentine aluminum wire Joule-heated by the application of 161 mA.

The histogram indicates the color scale and bins each pixel according to its temperature. The

average temperatures measured in the indicated 86- by 86-nm squares are 310 ± 2 K (bottom left)

and 390 ± 3 K (top right). Reproduced from [95]……………………………………………….43

Fig. 3.6: (a) Evolution of the SWCNT G Raman peak frequency as a function of the laser power

(black squares). The red squares represent the corresponding temperature. (b) Evolution of the

temperature as a function of the current applied on the TEM membrane. (c) Evidence of

temperature gradients along the three dashed lines of the TEM sample heating membrane. White

disks represent the membrane holes. (d) Temperature drop as a function of pressure. The reported

uncertainties represent one standard deviation. Reproduced from [98]…………………………..45

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Figure 3.7: Results of measuring temperature via PBED during in situ heating experiments using

the Au nanoparticle sample. (a) Results of a quasi-static test stepwise increasing the temperature

with a settling time of 2 min, the standard deviation of 100 subsequent images is plotted as error

bars. (b) Dynamic experiment at a heating ramp of 3 K/s, (c) quenching experiment switching off

the heater at maximum temperature. A local temperature measurement is shown in (d) mapping

temperature across the heating chip. The datapoints correspond to the measurements at the 27

windows, a piecewise cubic interpolation is employed in between. Note that the error bars in (a)

are smaller than the extent of the datapoints and can only be discriminated as horizontal lines

crossing them. Reproduced from [104]…………………………………………………………..47

Figure 3.8. Selected bright-field TEM images of silver nanoparticles at room temperature (RT)

and at temperatures ranging from 500 to 720 ⁰C. Reproduced from [106]………………………49

Figure 3.9: Particle radius versus time during an isothermal heating experiment at a nominal

temperature of 600 ⁰C on a 28 nm nanoparticle, based on the value displayed by the holder. The

dashed and solid lines are the theoretical predictions calculated from equation 2 at 600 ⁰C and 658 ⁰C, respectively. These results suggest that the effective temperature is about 58 ⁰C higher than

indicated by the heating holder. Reproduced from [106]…………………………………………50

Figure 3.10: MEMs-based heating device for the FEI Nano-Ex/iV heating holder: (a) chip

placement in the holder; (b–d) visible light microscopy images showing: (b) the electrical contacts,

(c) the micro-heater plate, (d) the twenty-two 5 μm-diameter windows in the plate. e: Secondary

electron SEM image of the 15 nm thick amorphous silicon nitride membrane across the windows.

Reproduced from [109]…………………………………………………....……………………..53

ϮFigure 3.11: Sequence of BF TEM images obtained from an isothermal sublimation experiment

performed at a set-point temperature of 800˚C with continuous exposure to the electron beam: (a)

initial configuration of Ag NCs before the experiment, (b) during the intermediate hold at 400 ˚C,

(c-i) during the hold at the set-point temperature. (b-i) are individual frames from the

experiment………………………………………………………………………………………..57

ϮFigure 3.12: Sequence of BF TEM images showing the isothermal sublimation of the isolated Ag

NC indicated by the arrow in Figure 3.11(a)……..………………………………………………58

ϮFigure 3.13: Data from the fifty-five Ag NCs analyzed in the isothermal sublimation experiment

shown in Figure 3.11: (a) plot of calculated temperature, T, against sublimation time, t, together

with the value of Tmean. The green line represents the relationship of T vs t for an isolated NC with

requ = 70 nm. (b) plots of T and t against the equivalent NC radius, requ…………….…………...58

ϮFigure 3.14: Color–coded temperature distribution for the fifty-five Ag NCs analyzed in the

isothermal sublimation experiment shown in Figure 3.11……………………………………….60

ϮFigure 3.15: Data from experiments performed under continuous illumination conditions at set-

point temperatures of: (a-b) 750 ˚C, and (c-d) 850 ˚C. The plots are values obtained by analyzing

thirty-one and forty-two Ag NCs, respectively. These are summarized in Table 3.1. The green lines

in plots (a) and (c) represent the T vs t relationships for isolated NCs with requ = 70 nm

……………………………………………………………………………………………………61

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ϮFigure 3.16: Data from experiments performed under intermittent illumination conditions at set-

point temperatures of: 750 ˚C (a-b), 800 ˚C (c-d) and 850 ˚C (e-f). The values obtained are

summarized in Table 3.2…………………………………………………………………………64

ϮFigure 3.17: Data from experiments performed under continuous illumination conditions at a set-

point temperature of 850 ˚C after an intermediate hold at 400 ˚C for: (a-b) 15 min, and (c-d) 60

min. The values obtained are summarized in Table 3.3 …………………………………………68

ϮFigure 3.18: (a) Secondary-electron ion-beam image of a FIB-cut Si TEM specimen placed over

the window of a MEMS chip. (b) BF-TEM image of the specimen in (a) showing the Ag NCs

dispersed over the specimen surface. ……………………………………………………………69

Figure 4.1: Electron beam images of the specimen preparation and transfer process: (a) scanning

transmission electron microscopic dark-field image showing the electron-transparent region, (b)

focused ion beam slots cut around the periphery of the region of interest, with corner attachments

still in place. (c): Micromanipulator attached to the area of interest and freed by milling off

supporting material, (d) sample positioned above the SiNx window, (e) micromanipulator cut free

by milling away the surrounding material after corner attachment to the environmental chips by

organometallic Pt (om-Pt) deposition. The observant reader will notice a diffuse patch of material

surrounding the perimeter of the small rectangular tabs affixing the corners of the cut out. This is

residual om-Pt discussed in the text. Reproduced from [127]……………………………………79

Fig. 4.2: Steps to prepare a lamella of Ti69Ta30Al1 alloy. (a) low magnification SEM image close

to the hole, (b) shows the area selected to cut, which corresponds to the area marked with square

in (a), (c) three grooves were cut through the sample, (d) the last cutting step leads to the flip up

of the lamella, (e) low magnification TEM image shows the lamella transferred onto the MEMs-

based chip, (f) HRTEM image of Ti69Ta30Al1 lamella. Reproduced from [128]………………….80

Figure 4.3: (a-c) FIB and (d–f) SEM images of the different thinning steps to produce an electron

transparent lamella. Reproduced from [129]…………………………………………………….81

Figure 4.4: Sketch of the mounted cleaved piece of a sample (A) and TEM grid (B) on the FIB

working stage (C). The lamella is highlighted in red. As shown, the TEM grid must be mounted

perpendicular to the sample surface (left). The Cu-grid is mounted in an orientation parallel to the

surface of the MEMS chip during the transfer step (right). Reproduced from [130]……………..82

Figure 4.5: Schematic illustration of the specimen preparation and transfer onto the MEMS chip.

Reproduced from [81]……………………………………………………………………………83

Figure 4.6: SEM images of (a) the transfer of the lamella from the grippers to the MEMS device,

(b) the high-kV curing of the lamella and adhesive, (c) and (d) schematics of lift-out geometry.

Reproduced from [132]…………………………………………………………………………..85

Figure 4.7: Schematic diagrams showing the design of the FIB-cut specimen for MEMS-based

TEM heating experiments: (a) side view, (b) top view. Orientations are with respect to the TEM

electron beam. Reproduced from [109]…………………………………………………………..87

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Figure 4.8: (a) Schematic diagrams of the stage block geometry and dimensions as seen from the

side view (top) and top view (bottom). (b): NavCam image (as viewed from the electron column)

showing the location of the sample and the MEMS chip on the stage block. Reproduced from

[109]……………………………………………………………………...………………………87

Figure 4.9: Schematic representation of the sample stages with respect to the ion and electron

columns in the FIB during (a) bulk milling, (b) in situ lift out, (c) flip stage final milling, and (d)

in situ transfer onto the MEMS chip with the aid of the nanomanipulator probe, as shown in the

inset. Reproduced from [109]………………………………………………………..…………...90

Figure 4.10: Sequence of operations: (a–c) SE ion beam images showing the transfer of the lamella

from the bulk stage to the flip stage, (d) HAADF STEM image of the electron transparent lamella

after final milling, (e,f) SE ion beam images showing the nanomanipulator reattachment to the side

of the specimen and separation from the flip stage, (g,h) alignment and attachment of the specimen

to the MEMS chip, and (h,i) SE images of the final configuration obtained using the ion and

electron beams, respectively. BS=bulk stage; FS=flip stage. Reproduced from [109]…………...91

Figure 4.11: a: BF TEM image of the cross-sectional specimen from the (100) Si substrate on the

MEMS chip. b: Phase contrast lattice image of the specimen from the region within the black box

in (a). c: Enlarged view of the region within the black box in (b). d: Fast Fourier transform showing

the [011] orientation of the specimen. Reproduced from [109]………………………………….94

Figure 4.12: a,b: HAADF STEM images of: (a) the cross-sectional specimen of Ag/(100)Si on the

MEMS chip, (b) detail showing the Ag film. c–f: Compositional maps from the region shown in

(b) for Ag, Si, Pt and Ga, respectively. Reproduced from [109]…………………………………95

Figure 4.13: BF TEM images of the Ag/Si interface acquired after 2- and 10-minute isothermal

holds at (a,b) 350°C, (c,d) 400°C, (e,f) 450°C, and (g,h) 500°C. Reproduced from

[109]…………………………………………………………...…………………………………96

Figure 4.14: HAADF-STEM image of: (a) the FIB-cut lamella on the MEMS chip after heating

the lamella, (b-e) compositional maps from the region shown in (a) for Ag, Si, and Pt respectively.

Reproduced from [109]…………………………………………………………………………..97

Figure 4.15: Schematic diagram showing the sequence of de-wetting events at the different

specimen temperatures used in the heating experiments for the Ag on (100) Si specimen.

Reproduced from [109]……………………………………………………………………..……98

Figure 5.1: Examples of precipitates at 300⁰C near triple grain boundary junction after; (a) Second

ageing treatment, (b) third ageing treatment. Reproduced from [36]……………………………103

Figure 5.2: (a) TEM image of group I lenticular precipitate with two group II/III plates, (b) SADP

of lenticular plate in (a) with group I orientation relationship with zone axis tilted 3⁰ tilted about

[110] form [001]. Reproduced from [39]………………………………………………………..105

Figure 5.3: Multiplication of Zn lamella by branching during cellular growth at 155 ⁰C. Reproduced

from [158]………………………………………………………………………………………105

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Figure 5.4: STEM-BF (a) and STEM-HAADF (b) images of the ultrafine-grained Al–Cu alloy

before and (c, d) STEM-BF and STEM-HAADF, respectively after in situ heating up to 170 ⁰C

for 100 min in a TEM. Reproduced from [160]…………………………………………….......106

Figure 5.5: (a)STEM-ADF image obtained at a tilt of 20° revealing the elongated plate type θ’

precipitate indicated by the red-arrow. These precipitates were grown on heating the TEM sample

5 h at 160 °C. From a series of 91 such STEM-ADF images, the 3-dimensional reconstruction has

been carried. (b) Images extracted from a movie, showing the 3-dimensional reconstruction of the

plate-like nanoprecipitates. These precipitates are distributed uniformly inside the TEM sample

through the thickness. The few large particles are intermetallic particles formed at the sample

surfaces. Reproduced from [41]………………………………………………………………...107

Figure 5.6: Secondary electron images of steps in the FIB-specimen preparation in the Xe PFIB

(a-e) and transfer in the Ga FIB (f-i). (a) Pt strap over the ROI; (b) coarse-cut lamella; (c) lift-out;

(d) attached to the Cu omni-grid; (e) after final thinning; (f) detachment from the grid; (g)

placement on the MEMS chip; (h) bonding to the chip with Pt; (i) final configuration. Images

acquired using: (a,b,d,e,i) the electron beam; (c, f-h) the ion beam. The angles quoted represent the

tilts of the stage with respect to the electron column of the dual-beam FIB instruments at each stage

of the process (see Chapter 4 for details)………………………………………………………..111

Figure 5.7: Data from a cell boundary in an Al-5056 powder particle: (a) X-ray intensity maps

from the ROI before heating; (b) sequence of HAADF-STEM images acquired during the in situ

heating experiment (79 min at 450˚C) – time stamps indicate the duration at the setpoint

temperature; (c) X-ray intensity maps from the ROI after the experiment. The scale bars on all

images and maps correspond to 400 nm. ……………………………………………………….114

Figure 5.8: Data from a junction of cell boundaries in an Al-6061 powder particle: (a) X-ray

intensity maps from the ROI before heating; (b) sequence of HAADF-STEM images acquired

during the in situ heating experiment (124 min at 550˚C) – time stamps indicate the duration at the

setpoint temperature; (c) X-ray intensity maps from the ROI after the experiment. The scale bars

on all images and maps correspond to 500 nm………………………………………………….116

Figure 5.9: Data from a typical region of the microstructure in an Al-Cr-Mn-Co-Zr alloy. (a) X-

ray intensity maps from the ROI before heating; (b) sequence of HAADF-STEM images acquired

during the in situ heating experiment (31 min at 500˚C) – time stamps indicate the duration at the

setpoint temperature; (c) X-ray intensity maps from the ROI after the experiment. The scale bars

on all images and maps correspond to 500 nm…………………………………………………..118

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CHAPTER 1

1. INTRODUCTION

1.1. In Situ Transmission Electron Microscopy

The fundamental goal of materials science and engineering is to understand the correlation

between structure, property, processing and performance of materials. Since the invention of the

transmission electron microscope (TEM) in 1931 by Max Knoll and Ernst Ruska, the TEM has

become an indispensable tool to study the localized structure and chemical composition of hard

and soft matter ranging from micron sized length scales down to the angstrom scale. The idea to

use the TEM as a laboratory to observe dynamic processes inside the TEM was conceived in the

early 1940s by Ruska, when he observed colloidal silver particles under increasing air pressure

inside the TEM (see Figure 1.1). This laid the foundation for the development of what is now

commonly referred to as in situ TEM. In situ TEM can be defined as the set of experiments that

enable us to observe and capture the dynamic response of a material to an externally applied

stimulus inside the column of the TEM [1,2].

Figure 1.1: Left: device for a gas supply on the early transmission electron microscope

“Ubermikroskop” in 1942. Imaging example: colloidal silver particles under increasing air

pressure. Reproduced from [12].

Over the past 60 years, the field of in situ TEM has evolved into an important and useful approach

that has helped materials researchers develop critical insights into scientifically interesting

problems. In situ TEM is important for two reasons; 1) This approach enables researchers to study

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the microstructural response of a specimen to single or multiple stimuli over an extended period

of time within the controlled environment of the TEM. This allows researchers to gather critical

information regarding the specimen from a single experiment instead of analyzing multiple

specimens in the TEM, post-mortem. 2) The in situ TEM approach allows us to observe the

dynamic evolution of the microstructure from start to finish, whereas the post-mortem TEM

approach only allows us to observe the initial and final states of the microstructure. The latter

approach is not useful in identifying the mechanisms responsible for the changes observed in the

microstructure.

The two important aspects of in situ TEM are the stimulus and the response. The stimulus

could be applied to a specimen using specialty holders or by modifying the column of the TEM to

accommodate an accessory that delivers the stimulus. The response of the specimen captured is

dependent on the detection capability of the TEM. Modern analytical TEMs have high spatial

resolution (< 0.16 nm), high frame rate cameras (up to 1600 fps) with good temporal resolution

and energy dispersive x-ray spectroscopy (EDXS) / electron energy loss spectroscopy (EELS)

detectors with high energy resolution, which enables the experimentalist to capture structural

(real/reciprocal space) and chemical information from the specimen as a function of time and/or

the external stimulus applied.

Previously, different types of stimuli have been used to study the functional response of

the specimen inside the microscope [1,2]. The various types of stimuli used and the kind of

phenomena studied could be broadly classified as follows; 1) heating/cooling stimuli to study

thermally activated processes in materials [3], 2) environmental stimuli to study the response of

nanoparticles or bulk specimens to gaseous [4] or liquid media [5], 3) ion/electron-

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Figure 1.2: Schematic summarizing the different kinds of stimuli used in in situ TEM. Reproduced

from [2].

beam-based stimuli to investigate the microstructural response to irradiation [6], 4) mechanical

stimuli to study the origin of defect initiation on mechanical deformation [7], 5) electrical stimuli

to study phenomena such as electromigration [8] and switching of ferroelectric domains [9], 6)

magnetic stimuli to study magnetic nanostructures [10] and 7) optical stimuli to study light induced

photocatalytic reactions [11]. In situ observations are also carried out in custom-designed TEMs

such as; the environmental transmission electron microscope E-TEM [12] and the ultra-fast

transmission electron microscope (UEM) [13], which do not require specially designed holders to

deliver the stimulus.

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1.2. Structure of the Thesis

This thesis will focus on in situ heating experiments inside the TEM using a micro electro

mechanical system (MEMS) based heating holder to study thermally activated processes in

materials with non-equilibrium microstructures. This thesis is divided into 6 chapters including

the introduction. Chapter 2 provides the historical background to in situ heating experiments in the

TEM and focusses on two main aspects; 1) the different types of thermally activated solid-state

transformations previously observed using in situ heating experiments, and 2) the developments

in the design of in situ heating holders. The literature review also serves to highlight the challenges

in the study of thermally activated processes using MEMS-based heating holders.

Chapter 3 addresses the issue of temperature measurement on a MEMS-based heating

holder at high spatial resolution. In this chapter, the size dependent sublimation behavior of

monodisperse polyvinyl pyrolidone capped Ag-nanocubes is used to measure the specimen

temperature by applying the Kelvin equation. In chapter 4, the problem of specimen preparation

for MEMS-based heating experiments is addressed. The procedure for the site-selective

preparation and transfer of a FIB-lamella onto a MEMS-based device is described in detail along

with an in situ heating experiment to demonstrate the quality of specimen prepared using this

technique. In chapter 5, in situ heating experiments on specimens prepared from individual gas

atomized powder particles for the study of solid-state transformations in Al-Mg, Al-Mg-Si and Al-

Mn-Cr-Co-Zr alloys are reported. Chapters 3, 4 and 5 are structured such that each chapter

contains a short overview of the work, a brief literature review, materials and methods, results,

discussion and conclusions sections. Chapter 6 summarizes the main findings from chapters 3 to

5 and also provides suggestions for future work.

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CHAPTER 2

2. LITERATURE REVIEW

2.1 In Situ Heating Experiments inside the TEM

A large of body of work in in situ TEM has been directed towards the study of thermally

activated processes (TAPs) in a wide range of material systems. These include complex

multicomponent alloys, thin film deposits and nanoparticulate samples [1,14-17]. In situ heating

experiments help us develop an understanding of TAPs such as; the mechanism of nucleation, the

kinetics of growth, interface dynamics, the structural & chemical transformation of a metastable

parent phase to an equilibrium product phase, and the influence of defects on transformations.

In order to extract useful data about a TAP, one must choose the appropriate mode of

electron microscopy to gain maximum insight. For example - the precipitation or dissolution of

tiny solute rich clusters in a metal matrix could be tracked using the dark-field imaging technique

in conventional TEM mode or by using Z-contrast imaging in the scanning transmission electron

microscope (STEM) [18]. The dynamic behavior of dislocations and their interaction with solutes,

interfaces and/or other defects or the nucleation of ordered phases could be observed by taking

advantage of diffraction contrast in either bright field or dark field TEM modes [19,20].

Additionally, one could also observe the rearrangement of different atomic species along interfaces

using high resolution transmission electron microscopy (HRTEM) [21].

The earliest in situ observations were performed on TEMs such as the Siemens Elmiskop

1 operated at 100kV that required the specimen thickness to be less than 100 nm. The mechanisms

observed in thin foils were found to be different from those observed in bulk samples and this led

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to people questioning the validity of the in situ TEM results. Butler [1] attributes these thin foil

effects to two reasons; 1) the two-dimensional nature of the thin foil creates a ‘short circuit’ path

for diffusion, and 2) the large surface area of the specimen could react with the environment inside

the TEM. Another reason the 100kV instruments were less popular is because they could not

accommodate bulky in situ heating holders and even if they did the results were dominated by thin

foil effects. This led to the high voltage electron microscopes (HVEM) becoming a preferred tool

for the microscopist to perform in situ experiments.

The HVEMs were operated at accelerating voltages between 400 kV - 3000kV, the high

accelerating voltage presented several advantages to the in situ microscopist. Firstly, the operating

volume surrounding the specimen inside the TEM increased three-fold, which allowed the use of

bulkier in situ stages. Secondly, the specimen thickness increased by six times due to higher

penetration volume of the beam, this would prevent the previously observed thin-foil effects [1].

The specimen thickness above which the observed behavior in the thin foil is similar to that

observed in the bulk sample is defined as the critical specimen thickness. The critical specimen

thickness is important while studying phenomena such as dislocation motion or diffusion-

controlled transformation in materials. The value of the critical specimen thickness is dependent

on the type of material being studied and the illumination conditions of the microscope. It has been

observed that the operating voltage necessary to penetrate a critical specimen thickness is above

the threshold energy of atoms necessary for ‘knock-on’ damage in of most metals. Therefore, the

effect of radiation damage in specimens must be considered while interpreting in situ observations

in a HVEM. High doses of radiation can lead to an increased concentration of point defects that

could affect the TAP. Previously, in situ heating experiments in a HVEM have reported enhanced

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precipitation of carbides in stainless steels at elevated temperature due to the increased radiation

induced defect concentration in specimens under high flux conditions [22].

Modern TEM/STEMs operate at intermediate voltages (≤ 300kV) with a field emission

gun (FEG) source that has high brightness, highly stable beam currents, and better electromagnetic

lenses. These developments have allowed the achievable spatial resolution in STEM to surpass

that of the TEM. These advancements in instrumentation have resulted in STEM being an

important requirement for in situ observations, especially while studying thicker specimens of

multi-component alloys. Additionally, most modern STEMs come with sophisticated EDXS

detectors that can gather sensitive chemical data from the specimen even at elevated temperatures

[23, 24]. However, the issue of radiation damage in specimens can never be completely eliminated

and controlled experiments must be performed to identify the effect of beam damage [25].

Electron beam heating is another important factor that affects the validity of in situ heating

experiments. The interaction of the beam with the specimen results in a finite rise in specimen

temperature and this increase in temperature is directly proportional to the electron beam flux and

the density of the specimen and inversely proportional to the thermal conductivity of the specimen

[26]. Most studies have concluded that the effects of beam heating in TEM and STEM modes on

thin foil specimens are negligible at low beam currents and high accelerating voltages [27-30].

However, particulate specimens on specimen support membranes with low thermal conductivity

experience significant increase in temperature when observed under high electron beam flux

conditions. This rise in temperature could severely impact the interpretation of the results, it is

important to either minimize this effect and/or quantify the effect of beam heating [31-33]. The

environment is another factor that could affect in situ TEM observations.

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In situ TEM observations in thin foil specimens must always be interpreted carefully before

important scientific conclusions are drawn. There are several ways to check if in situ observations

in a thin foil are actually representative of the bulk sample [17]. The microscopist must check; if

the transformation in the areas under the beam and away from the beam are same, if the initial and

final states of specimens from in situ and ex situ analysis are similar, if the activation energy of

the transformation determined using in situ and ex situ approaches are in reasonable agreement,

and if the transformation products are qualitatively and quantitatively different in thick and thin

areas of the specimen.

Another important factor that determines the success of in situ observations is, to study a

process such that the scale of the transformation is smaller than the thickness of the specimen.

Furthermore, this process should occur over a statistically significant number of sites on the

specimen in a continuous fashion, at a rate that is capable of being recorded by the camera within

a normal microscope session [1].

2.2 Investigating Solid-State Transformations using In Situ TEM

Over the past 60 years, investigators have looked at several interesting temperature

dependent material phenomena inside the TEM. The processes that have been studied previously

can be broadly classified into solid to solid transformations, solid to liquid transformations and a

solid to gas transformations. A majority of the studies fall under the category of solid to solid

transformations and solid to liquid transformations. The review articles by Butler [1], Howe &

Saka [14], Ferriera [16], Sinclair [17] and the book chapter by Ross [15], covered work carried out

from the late 1950s up until early 2000s. More recently, there have been review articles that have

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covered work done over the past 15 years [34,35]. The following section has reviewed the different

types of solid-state transformations observed in bulk materials via in situ TEM.

2.2.1 Kinetics and Mechanism of Precipitation in Alloys

The nucleation and growth kinetics of precipitates in super saturated solid solutions of Al-

Cu [36] and Al-Ag [37] were the earliest in situ studies that attempted to replicate artificial ageing

treatments in thin foils inside a TEM. These studies revealed that in the former case the

observations made in the thin foil specimens were different from those seen in bulk samples aged

outside the microscope. However, in the latter case, the results corresponded well with ex situ data

and revealed that these precipitates nucleated heterogeneously along dislocations. An important

conclusion from in situ observations of precipitate growth in Al-15% Ag alloy is the discontinuous

and ‘jerky’ nature of precipitate growth, contrary to the popular belief that precipitates grew in a

continuous manner. Butler and Swann studied the precipitation kinetics at grain boundaries in Al-

Zn-Mg alloys [38]. Their observations revealed that nucleation was influenced by the orientation

relationship of the grain boundary plane to the precipitate habit plane. Precipitate nucleation was

found to be easiest when there was good crystallographic matching between the grain boundary

plane and precipitate habit plane and most difficult on low Σ coincidence site boundaries (see

Figure 2.1). Ledges and steps along the high angle grain boundaries acted as preferential sites for

nucleation, which resulted in a non-uniform distribution of precipitates. Based on the kinetic

analysis of precipitate growth, the coarsening mechanism was a combination of grain boundary

diffusion and volume diffusion through the matrix.

Precipitate dissolution is another important phenomenon studied via in situ heating. The

diffusivity of dissolving precipitates was estimated and compared with bulk diffusivity values. The

diffusivity value of precipitates in thin foils of an Al-Cu alloy formed at the surface, were found

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to be an order of magnitude higher than the bulk value, this was an indication of a surface

dominated diffusion mechanism [39]. In the case of Al-Ag the diffusivity values obtained from in

situ observations were found to be in reasonable agreement with bulk measurements [37]. Laird

and co-workers observed θ’ precipitate dissolution in Al-Cu alloys and suggested that precipitate

dissolution occurred due to the formation and lateral movement of ledges across the wide face of

the precipitates, which collapsed into loops before vanishing. Butler also noted that θ’ precipitates

connected to other precipitates by dislocations exhibited a linear dissolution behavior compared to

smaller precipitates or precipitates in the late stages, which exhibited a parabolic dissolution

behavior (Figure 2.2) [40]. A recent investigation by Liu and co-workers [41] used in situ heating

experiments in STEM mode to study the precipitation kinetics of nanoprecipitates in an Al-Cu

alloy. This study revealed precipitate-matrix interactions, precipitate-dislocation interactions and

precipitate-precipitate interactions. Additionally, they were also able to track the evolution of the

crystal structure of the θ’ nanoprecipitate and understand its formation mechanism.

Figure 2.1: The effect of initial grain boundary misorientation on grain boundary precipitate

densities in Al-7.8% Zn-2.5% Mg alloy. (a) random high angle grain boundary and (b) is

coincidence boundary in the same quenched single-phase specimen; (a’) and (b’) are the

boundaries after in situ ageing at 250 ⁰C for 90 s. Reproduced from [38].

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Figure 2.2: The log-log plot of the average precipitate size against dissolution time showing the

change from linear to parabolic kinetics as θ’ precipitates shrink and eventually became isolated.

Reproduced from [41].

2.2.2 Cellular Transformations

Cellular and eutectoid transformations result in a lamellar microstructure, which begins

with grain boundary nucleation to form a colony that consumes the rest of the matrix. In situ

observations of cellular reactions in Al-28%Zn were made by Butler et al. in a 500kV HVEM

[42]. This study revealed that grain boundaries acted as nucleation sites for the cellular reaction

and formed cells, which coalesce to form a planar interface. These in situ observations also

revealed that the individual lamellae formed as a result of cellular branching mechanism. The

analysis of the growth kinetics revealed that the cellular reactions were controlled by cell boundary

diffusion.

2.2.3 Martensitic transformations

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Martensitic transformations are diffusionless transformations which occur by a shear

mechanism that results in a shape change and a microstructure consisting of needles or plates.

Martensitic (Ms) transformation temperature was observed to be higher in thin foil specimen in

comparison to the bulk samples, this is attributed to the lack of constraining effects in thin-foil

specimens that results in a different crystal structure. A major difficulty that impeded in situ

observations of martensitic transformations was the lack of fast recording techniques to capture

the rapid crystallographic transformations that involved few atomic displacements. Swann [43]

used a cooling stage to observe the martensitic nucleation in a Cu-Al-Ni alloy. The nucleation was

observed at a temperature of 233K and the martensitic phase grew by lateral movement of needle

like tips. Hitzenberger et al. [44] used in situ heating experiments to observe the hcp to fcc

martensitic phase transformations in Co-Ni single crystals. During the transformation lamellae

grew from the thicker regions of the specimen into the thinner regions of the specimen as

temperature was increased. A comparison of the in situ and ex situ results revealed a similar

mechanism of transformation. More recently, in situ heating experiments revealed a ledge-based

mechanism that exhibited a ‘start-stop’ growth behavior along the austenite/lath martensite

interface at elevated temperatures in a Fe-Ni-Mo alloy [45].

2.2.4 Massive Transformations

Massive transformations are compositionally invariant transformations that involve the

rapid movement of atoms in a ‘military’ fashion to change the crystal structure. Baro and co-

workers [46] investigated the compositionally invariant bcc ↔ hcp transformations in Ag-24.5

at.% Al alloys. Relatively low densities of defects were found to be associated with ζ/β interface,

this is

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Figure 2.3: Near planar portions of the transformation front between growing ζ phase and shrinking

β phase of Ag-24.5%Al (870 K). (top) Dark field image of ζ illustrating stacking faults (bottom)

Dark-field image of the β phase at the other side of the boundary shown in (top image). Reproduced

from [47].

shown in Figure 2.3. The transformation progressed by the movement of ledges or interface steps

along the ζ/β interface. Similar observations were made in a Cu-Zn alloy where the α/β interface

proceeded to grow by the movement of interface steps along the α/β boundary [47]. Nemoto [48]

observed the ferrite to austenite transformation that occurred due to two migrating interfaces; a

crystallographic and non-crystallographic (incoherent) interface. The latter interface migrates at a

rate 5-20 times faster than the former. It was also noted that the non-crystallographic interface is

strongly attracted to the dissolving cementite particle.

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2.2.5 Order-Disorder Transformations

In situ observations of ordering transformations in a AuCu alloy were first investigated by

Presland & Pashley [49] as early as 1958. Several years later Tong and Wayman [50] investigated

the nucleation and growth of an ordered AuCu II phase from a disordered matrix of a AuCu single

crystal thin film, prepared by sputtering. The most recent in situ TEM study on AuCu was almost

two decades ago; the crystallographic and morphological aspects of the AuCu I (L10) ↔ AuCu II

(long-period incommensurate structure) ↔ AuCu (disordered state) transitions were investigated

using a series of heating/cooling experiments [51].

Other order-disorder transformations studied include the nucleation and growth of ordered

domains in a Mg3Cd alloy. Butler & Swann [52] used a dark-field technique that looked at specific

superlattice reflections that allowed the ordered nuclei in a disordered matrix to be observed and

recorded as the nuclei evolved over time. Furthermore, bright field imaging was used to understand

the mechanism and growth kinetics of ordered domains.

2.2.6 Crystallization and Amorphization reactions

The amorphous to crystalline phase transition is an extremely important reaction for

semiconductor applications. The earliest study investigating crystallization phenomena was by

Sinclair and Parker [53], who investigated the amorphous to crystalline transformation in an

epitaxial thin film of Si deposited on sapphire, which was amorphized via ion implantation prior

to an in situ annealing inside the TEM. The comparison of activation energies of the transformation

reaction obtained via ex situ and in situ methods showed reasonable agreement, which confirmed

that in situ HRTEM observations were a good representation of the phenomena observed in the

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bulk system. This work paved the way for other in situ HRTEM observations that investigated

phenomena such as; metal mediated crystallization of Si and Ge [17], and reversible

transformations in phase change materials used in compact discs [54], to name but a few. More

recently, the phase stability of GeSbTe (GST) thin film on Si was investigated using in situ TEM

[55]. The cubic phase of the GST remained stable until the sublimation point, without transforming

to the trigonal phase. In situ observations suggest that the GST crystal forms facets by a mechanism

of kink nucleation on steps, which is followed by sublimation at kink sites.

Solid-state amorphization reactions have been investigated via in situ TEM in Pt-GaAs, Ti-

Si and Zr-Si systems. The formation of an amorphous phase due to the interdiffusion of elements

at an interface is a problem ideally suited for in situ TEM observations. In situ heating experiments

have enabled researchers to determine the kinetics and understand the mechanism of these

reactions [3,17].

2.2.7 Grain Boundary Dynamics

The migration of grain boundaries on thermal annealing in polycrystalline materials can be

directly observed via in situ heating experiments. The role of grain boundaries in phenomena such

as grain growth, solute segregation, grain boundary pinning and interaction with defects can be

observed via in situ heating experiments in the TEM. Previously, grain boundary motion has been

observed in Cu [56, 57], Ag [58] and Al [59] using in situ heating experiments. Hugo and

Hoagland [60] observed the liquid metal embrittlement of Al grain boundaries due to Ga

penetration. These in situ observations helped determine the kinetics of Ga penetration for different

types of grain boundaries in Al.

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2.2.8 Interface Reactions

The reaction of two species at a planar interface has important applications in the

microelectronics industry, especially silicide formation reactions on thin films deposited on Si

substrates. In situ TEM observation of such reactions are useful in determining; the diffusivities

of the reacting species, the different nucleation sites, and the evolution of the parent phase to the

product phase. Silicide formation reaction was investigated in Zr [61], Ti [62] and Co [63] thin

films deposited over Si substrates. In situ observations of specimens with a cross-sectional

geometry are insightful, however, the different pathways for surface diffusion must be suppressed

and nucleation sites on the milled cross-sectional surfaces must be minimized.

2.3 In Situ Heating inside the TEM: The Stimuli

The thermal stimulus needed to heat a specimen inside a microscope could be delivered by

three different approaches –

1) Electron beam heating

2) Modified TEM column with an in-built furnace and

3) In situ heating holders

Before in situ heating holders became popular, thermally activated processes in thin foil TEM

specimens were studied by electron beam heating. The first observations of thermally activated

motion of dislocations were made due to electron beam heating in thin foils of beaten Al, by Hirsch

et al. [19]. On changing the lens settings to a larger condenser aperture and beam current, they

noticed dark lines present in the interior of the foil sweep across the specimen. After careful

evaluation, it was concluded that the dark lines were caused due to the strain around the core of

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the dislocation, which results from diffraction contrast. This discovery resulted in several other

studies that used direct observations under the influence of the electron beam to observe thermally

activated phenomena in single crystal CdTe [64.65] and Au nanoparticles at high resolution

[21,66]. However, electron beam heating is difficult to control and therefore cannot be used for

controlled heating and cooling experiments. The other approach adopted for in situ observations

is to modify the column of the electron microscope to accommodate furnace heaters, between the

pole piece. This approach is unpopular because; 1) modifications to the TEM column are

expensive, 2) the increased pole-piece gap to accommodate the heater results in a loss of spatial

resolution and 3) causes severe contamination within the column of the microscope [67].

Therefore, the most reliable approach to perform heating experiments inside the TEM is to use in

situ heating holders, which heat the specimen to a desired temperature in a controlled fashion while

maintaining normal working resolution of the TEM. The design and geometry of heating holders

for in situ TEM experiments have significantly evolved over the past 60 years. In the following

section, the historical development of heating holders used for in situ TEM observations is

documented and the advantages and disadvantages of different types of heating holders are

discussed.

2.4 In Situ Heating Holder Design

In situ heating holders have now become an indispensable tool for dynamic observations. The

operating principle of all heating holders is based on Joule heating also known as resistance

heating; Joule heating is defined as the heat generated by a conductor when a current is passed

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through it. The heating holders are connected to a temperature controller unit that controls the

power input supplied to the holder. An ideal heating holder must fulfill certain requirements –

1) A wide operating temperature range

2) Excellent thermal stability

3) Uniform temperature distribution across the heating zone

4) Accurate temperature measurement

5) Controlled heating and cooling capability with low power consumption

6) The heating element must not react with the specimen

7) Two tilt axes

8) Easy to use

In situ heating holder design has undergone significant changes over the past six decades; The

older TEMs used top entry holders, which were bulkier in design [68] and had limited use in 100kV

TEMs that had a small operating volume. This was a major reason for the loss in popularity of in

situ TEM. However, the development of HVEMs created a revival in the in situ community as the

operating volume around the specimen in a HVEM was significantly higher than normal TEMs.

This facilitated significant improvements in holder design. All modern TEMs today have a side-

entry mechanism and all commercially available in situ holders are side-entry holders [69].

Heating holders can be broadly classified as direct and indirect heating holders, this classification

is based on the nature of contact between the heater and the specimen [70]. Heating holders are

also classified based on the type of the heating element used [71]. Based on this classification

scheme they are categorized into three types –

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2.4.1 Furnace-based Heating Holder

The furnace-based heating holder has a non-inductively-wound miniature furnace surrounding

the specimen cup of the holder. The specimen cup has a diameter of 3mm, which allows the use

of conventionally prepared TEM specimens (see Figure 2.4 and 2.5) The furnace heating elements

used for these holders are generally made from tantalum or tungsten. The tungsten wire in one

instance was coated with Al2O3 [1]. Inconel is a preferred heating element for experiments carried

out in harsher environmental conditions inside the column [1]. The specimen cup, which holds the

3 mm specimen is an important part of the heating holder. The thermal stability of the holder is

dependent on the thermal properties of the specimen cup, as it must be an efficient thermal

conductor (to reduce heat loss) and experience minimal thermal expansion to limit drift. An earlier

furnace type holder design used a stainless-steel body, which was surrounded by a titanium

radiation shield. Other commercial manufacturers have used a Pt-Rh alloy (see Figure 2.5) [72],

silicon carbide [73] or in some instances use the same material as the furnace heating element (Ta

and Inconel) itself [74]. The thermal mass of the furnace is large and the power input of these

holders varies from 10 – 60 W. The maximum operating temperature of the heating holder is

usually dependent on the pole-piece gap of the TEM, for large polepiece gaps the operating

temperature is high and vice versa. Therefore, HVEMs can accommodate heating holders with

extremely high operating temperature (> 1200⁰C). The furnace is generally surrounded by a

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circulating water-cooling system to minimize heat flow to the surrounding components and reduce

specimen drift at high temperatures (> 800⁰ C).

Figure 2.4: (left) Schematic diagram of a side-entry double tilt hot stage of the furnace type. The

X tilt axis drive rods are used to supply current to the heater, eliminating flexing of electrical leads.

For clarity the radiation shields and main stage body are not shown in diagram. Reproduced from

[1]. (Right) The schematic of the latest Gatan 652 double tilt furnace type heating stage.

Reproduced from [75].

Figure 2.5: (left) The exploded view drawing of a tip of Philips heating and biasing holder. (Right)

Top view (a) and Bottom view (b) of the tip. Reproduced from [73].

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Furnace-based heating holders are useful for the capture of static data at high temperatures,

these heating holders suffer from poor thermal and mechanical stability, which impede the

observation of dynamic processes that occur within a short time frame. The issue of thermal

stability originates due to two reasons; 1) the heating element is not in direct contact with the

specimen (see Figure 2.4) and 2) the thermal conductivity and coefficient of thermal expansion of

the specimen cup does not match that of the specimen. This results in severe specimen drift as the

thermal equilibration time for specimens on these furnace type holders varied from upwards of

two minutes to a few hours, depending on the heating rate applied. The issue of mechanical

stability originates from the water circulation around the furnace, which introduces mechanical

vibrations during operation resulting in additional specimen drift.

The furnace-based heating holders allow us to study bulk and particulate samples.

However, the poor thermal stability of these holders limits the use of samples with poor thermal

conductivity such as ceramics and are better suited for metallic samples. The study of

nanoparticulate samples is rather easy as the sample preparation approach is straightforward.

Nanoparticles are drop cast onto carbon coated 3 mm Cu-grids. These amorphous-carbon coated

metallic grids used as specimen supports for particulate samples could result in surface diffusion

of the metal through the amorphous layer to form nanoparticles or in some cases cause evaporation

and redeposition at elevated temperatures [75]. A recent investigation suggested that these

nanoparticles formed due to the melting of Cu at the edges and corners of the grid, when to elevated

temperatures [76]. The temperature of the heating element is measured using a thermocouple that

is attached to the heating element or an optical pyrometer, which gives a reasonably accurate

temperature of the heating element. However, this measured value does not accurately describe

the temperature of the specimen, which is separated from the heating element by a specimen cup.

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The accurate calibration of these holders is important for the reliable interpretation of quantitative

in situ TEM data.

2.4.2 Grid or Wire based Heating Holders

These holders were designed such that the specimen was in direct contact with the heating

element, which was designed in the form of a wire or grids. The grid-based heating holders were

the first heating holders used for in situ observations, these holders had specimens directly in

contact with the grid or sandwiched in between grids of heaters, which allowed the specimens to

be heated to high temperatures at high heating rates with low power input [1]. The heaters were

made from Au, Pt, stainless steel or a Pt-Rh alloy (see Figure 2.6). The major disadvantage of the

grid/ ribbon-based heater was the large specimen drift due to the relatively large thermal mass of

the element. A later modification to the grid type heater is the wire-based heater, which was

developed by Kamino et al. [77]. These wire-based heaters were capable of in situ observations

at high temperatures and high resolution. These heating holders used a 20-30µm diameter W-

filament (Figure 2.7), which was attached between two contacts and powered using a battery

source. The heater could be maintained at 1500⁰C for over 10 hours using two 1.5 V batteries. The

advantage of this holder design was; 1) specimen drift was significantly reduced, 2) thermal mass

of the heating element was very small, 3) the direct contact of specimen with the heater reduced

thermal equilibration times drastically, and 4) the simple design of the stage enabled the use of

EDXS at elevated temperatures.

A major disadvantage of these holders was that they were restricted to only particulate

samples and since the particles were in direct contact with the heating element, HRTEM data was

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difficult to obtain, as a significant portion of the specimen was blocked by the heating element.

Furthermore, this design could not study nanoparticulate samples. In order to overcome this

disadvantage, the design of the wire-based heaters was modified; the coiled W heating element

was coated with a thin layer of amorphous carbon, this film of C acted as a support membrane for

nanoparticulate samples (Figure 2.8), which could be easily imaged at high resolution [78]. The

maximum operating temperature of wire-based heating holders are ~ 1100 ⁰C. The temperature of

the heating element cannot be accurately measured using a thermocouple as the heater current

supply will result in a stray EMF. Temperature of wire-based heaters were measured using an

optical pyrometer outside the TEM or from a temperature vs current calibration curve obtained

from observing the melting behavior of a known material.

Figure 2.6: A single tilt side-entry hot stage of the ribbon type. A- Tungsten wire hinge; B-

Specimen; C- Pt-Rh heater strip; D- titanium stage body; E- gold plated Be-Cu spring; F-quartz

support rods. Reproduced from [1].

Figure 2.7: Kamino Holders (a) One wire type, (b) Two-wire type, (c) Gas-injection type.

Reproduced from [70].

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Figure 2.8: Carbon film on a spirally wound tungsten heater. Reproduced from [78].

2.4.3 Micro Electro Mechanical System (MEMS)-Based Heating Holders

Over the past decade micro electro mechanical system (MEMS) based heating holders have

led to a renewed interest in in situ TEM investigations. These miniaturized micro-heater devices

consist of a thermally insulating dielectric thin film deposited on a substrate (mostly Si). This thin

film is also referred to as the ‘membrane’ and has holes patterned on it over which the electron

transparent specimen is placed. The heater is an electrically conducting thin film deposited over

the insulating dielectric layer. These devices are fabricated using standard complementary metal-

oxide semiconductor (CMOS) based technology. These MEMS-based devices are designed to be

compatible with the standard side-entry holders (with a single tilt or double tilt axis), which are

externally connected to a temperature controller unit. MEMS-based micro heaters have superior

thermal stability compared to the furnace and wire-based heating holders, due to their; 1) reduced

thermal mass 2) and direct contact between the specimen and heating membrane. These factors

ensure that the MEMS-based heating holders have a faster response time, minimal specimen drift

and attain high operating temperatures with low power consumption. This allows the study of a

wide array of materials ranging from metal to ceramics in their bulk and/or particulate form. Also,

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the quick response times and superior thermal stability enables the use of controlled cooling and

heating rates to study a wide variety of thermally activated phenomena at high spatial resolution.

The superior thermal stability of the MEMS-based holders has made them popular within a short

period of time. There are several MEMS-based holders, which can be commercially procured [23,

79-81]. Most commercially available MEMS-based micro-heaters have a similar design

philosophy but the specific design and architecture of each device and their materials might vary.

The substrate (chip) used in these MEMS-based devices are made from single crystal Si

[83]. Si is a preferred choice of substrate because it is cheap and compatible with the CMOS

microfabrication processes. The thermally insulating dielectric thin film material is stoichiometric

Si3N4 or non-stoichiometric SixNy. These thin films are deposited using low pressure chemical

vapor deposition (LPCVD) or plasma enhance chemical vapor deposition (PECVD). The

deposition parameters of the process are optimized to fine tune the residual stress on the deposited

films. The heating element deposited over the silicon nitride is usually made from metal, ceramic

or doped polysilicon. Metallic heaters are preferred for the following reasons; they are easier to

design, they have quicker response times and attain high temperatures due to their low resistivity

and ability to handle a high current density at low voltage, they have a linear temperature

coefficient of resistance (TCR) that allows for accurate temperature control. One major

disadvantage of metallic heating elements is their reactivity to the environment at elevated

temperatures. However, this issue could be overcome by depositing a passivating thin film over

the heater or by using a ceramic heater material.

The design of the microheater has a direct effect on its performance, based on previous

work, the design of microheaters commonly used for in situ heating holders could be classified as

closed membrane microheaters or open membrane microheaters. Closed membranes are designed

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such that the silicon substrate below the stack consisting of the heater and the insulating layer are

back etched, whereas the open membrane design has support beams made of the insulating layer

holding the heater in the center. The material around the beams and underneath the beam are etched

away; this is shown in Figure 2.9. The closed membrane design is more robust against mechanical

stress and has a homogeneous stress distribution. The support beams in the open membrane design

have areas of high stress concentration, which make them less robust at elevated temperatures.

Upward or downward deflection of the membrane during heating can prove to be a challenge

during in situ observations, as the deflection moves the specimen out of focus or out of the field

of view. This behavior is observed in open and closed membrane design based microheaters. A

recent paper, reported that by optimizing the design and geometry of the heater the deflection of

the membrane during in situ observations was reduced [79]. The width and separation distance of

heating lines will affect the temperature distribution across the heater surface. The commonly used

geometries are the double spiral and the meandering heater geometry (Figure 2.10).

Figure 2.9: Schematic illustration of top view and cross-sectional view of the two most common

membrane designs used for TEM sample carriers; (left) Closed membrane (right) Open membrane.

Reproduced from [82].

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Figure 2.10: Schematic illustration of common metal heater designs; (left) double spiral, (right)

meander. Reproduced from [82].

2.4.4 Factors Affecting the Performance of the Microheater

In this section, the various factors that affect the performance of the microheater and the

design guidelines to improve the performance of the microheater are discussed in brief. This

section is a brief summary of the work by Spruit et al. [82]. In their review article Spruit et al.

categorize the factors affecting microheater performance into two parts;

a) Mechanical robustness and stability

The mechanical robustness and stability of the microheater is extremely critical during in

situ observations inside the TEM. A microheater can be considered mechanically robust if the

stresses experienced by the membrane at room temperature and at elevated temperatures are not

close to the tensile stress of the membrane. The mechanical robustness and stability of a

microheater is dependent on the following factors, such as; the mechanical stresses, the thermal

stresses, the stress distribution and the spatial specimen drift, will be discussed below.

The origin of mechanical (residual) stress in microheaters arises from the LPCVD or

PECVD process. The deposition parameters can be fine-tuned to reduce the stress to a desired level

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and improve the robustness of the membrane. The membranes deflect in the vertical direction at

higher temperatures due to the residual stress and boundary layer stress in the membrane. The

residual stress could be reduced by reducing the combined stress level of the entire stack. Boundary

layer stresses could be reduced by subjecting the stack to a post deposition annealing treatment.

However, it is important to remember that mechanical stresses experienced by the stack of layers

cannot be completely eliminated and it is therefore important to optimize the mechanical stiffness

of the membrane to a desired level by tuning the thickness-size ratio. Non-stoichiometric silicon

nitride has shown to exhibit better mechanical robustness compared to other materials.

The difference in the coefficient of thermal expansion (CTE) between the different layers

is the primary cause of thermal stress. Thermal stress could be reduced by ensuring the CTE of the

stack materials is low and the CTE mismatch between the different layers is also small. The size

and geometry of the heater could be tweaked to manipulate the thermal stresses. For example, by

reducing the size of the hot area and overall size of the heater the thermal expansion in the hot area

is reduced. Additionally, it is important to avoid sharp corners as these result in areas of high stress

concentration, which makes the membrane susceptible to failure.

The superposition of the mechanical stress and thermal stress at elevated temperatures will

decide the mode of failure of the MEMS device. The distribution of stresses is dependent on the

geometry of the membrane and the microheater. Closed membranes have a homogeneous

distribution across their surface compared to the open membranes, which have regions of stress

concentrations due to the presence of sharp corners. Inhomogeneous stress distributions can be

reduced by avoiding sharp geometrical transitions across different layers along the microheater

geometry.

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Another important factor that affects the performance of MEMS-based heating holders is

specimen drift experienced at elevated temperatures. The specimen drift in heating holders can be

attributed to two reasons 1) the time lag in thermal and mechanical stabilization of the microheater

due to thermal expansion 2) thermal expansion of the substrate and the MEMS holder due to heat

loss from the microheater. The former is overcome by allowing the heater to equilibrate with its

surroundings. The latter issue is complicated by the fact that heat loss to the surrounding material

increases power consumption at high temperatures, and therefore, to minimize heat loss to the

surrounding substrate and holder, thinner and larger membranes with low thermal conductivity

must be used to minimize specimen drift at high temperatures. Another approach to minimize drift

is to have a symmetrical microheater design and place the specimen at the thermal center of the

heater to minimize the effect of thermal expansion.

b) Thermal Stability

The thermal behavior of a microheater designed for in situ observation in the TEM is

dependent on several different factors, such as; range and lifetime of the heater, homogeneity of

temperature distribution, accuracy of temperature, temperature stability, power consumption and

response time of the microheater.

The range and lifetime of a microheater is dependent on how fast the degradation occurs

within a specified range of temperature. In order to ensure a high operating temperature, it is

important to choose materials which have a high melting point and do not undergo a change in

crystal structure, which may abruptly change the property of the material. The maximum operating

temperature of the microheater is determined by the superposition of the temperature dependent

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yield stress of the membrane and the temperature at which thermal stresses cause the thin film to

delaminate or form hillocks. Another mode of degradation in microheaters originates due to

electromigration. This mode of failure is related to high current densities and could be reduced by

avoiding microheater geometries with sharp corners. Sharp corners, narrow heater width and a

material with a large positive TCR must be avoided as they cause a localized spike in current

density resulting in hot spots, which are detrimental to the range and lifetime of the heater.

MEMS-based heating holders must have a uniform temperature distribution across the

microheater as this increases the area for placement of lamellas prepared by focused ion beam

(FIB) approach or dispersion of particulates over a larger number of windows. A homogeneous

temperature distribution is obtained by optimizing the size and design of the microheater. The

optimized design that are frequently used are the double spiral and meandering heater geometries.

The double spiral is hottest in the center and gets colder as you move away from the center,

suggesting that heat flows outward from the central region of the heater as opposed to the

meandering heating lines, where heat flow is guided to the sides along the heating lines. The

homogeneity of temperature can be improved by increasing the size of the heating line and

reducing the distance between them. Others have combined different heater geometries such as

connecting a circular spiral with a central heat spreader to obtain 99% homogeneity [24].

The accuracy of the detector is perhaps the most important factor for in situ observations

as this would help researchers reliably interpret temperature dependent phenomena in materials

observed inside the microscope. Temperature calibration of the MEMS-based heaters are carried

out using non-contact methods as any probe-based approach would disturb the thermal equilibrium

of the microheater itself. Optical or infrared pyrometers with thermographic cameras are used to

map the temperature distribution on the surface of MEMS based heaters. However, serious errors

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could be introduced in these measurements and often objects can appear hotter than they actually

are. Therefore, most commercial manufacturers correlate the pyrometric measurements with other

approaches that are used to measure the TCR of the chip. Unfortunately, the spatial resolution of

pyrometric approaches is low and therefore the accuracy of the temperature measured is poor. This

is a major practical challenge for in situ TEM and new approaches are needed to measure

temperature of a MEMS chip accurately at high spatial resolution inside the TEM.

The temperature stability of the microheater is dependent on the variation in TCR and

resistivity values over time. Large variations in these values are sign of degradation and will result

in temperature changes. This issue can be solved by providing a constant power input to the

microheater. It is therefore important to have a constant feedback mechanism that makes changes

on the fly and compensates for variation in voltage and resistance. Temperature stability can also

be improved by using materials which can withstand higher temperatures, but this may come at a

cost. High temperature materials may require higher power and have a non-linear TCR value,

which makes accurate temperature control difficult.

Power consumption of the microheater is directly connected to other factors such as heat

loss and specimen drift. The objective of the design engineer must be to minimize power, which

will minimize drift due to the low thermal expansion as mentioned previously. Reducing heat

losses as mentioned will also ensure a constant power input and this is related to having larger and

thinner membrane along with a smaller microheater.

Finally, the response time of the MEMS-based microheaters is much faster compared to

the conventional heating holder and this is primarily due to the reduced thermal mass and smaller

equilibration time of MEMS based micro-heaters. The time required to reach the intended

temperature can be increased by reducing the size of the heater.

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2.5 Objectives of this Thesis

The primary goal of this work is to study thermally activated processes inside the TEM

using MEMS-based heating holders. Despite the excellent thermal stability and superior

performance of MEMS-base holders, several challenges still need to be addressed [83]. The major

emphasis of this work is on addressing the practical challenges that impede the reliable

interpretation of in situ TEM studies using MEMS-based heating holders

The objectives of this thesis are –

1) To evaluate the approach to measure temperature on a MEMS-based heating holder at high

spatial resolution by studying the size-dependent sublimation behavior of nanoparticles

2) To develop a protocol for the site-selective preparation and transfer of an artefact free lamella

onto a MEMS-based device.

3) To study solid-state transformations in individual gas atomized powders particles via MEMS-

based in situ heating experiments.

Chapters 3, 4 and 5 of this thesis directly address these three objectives.

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CHAPTER 3

3. Temperature Calibration of TEM Specimen Heating Holders by

Isothermal Sublimation of Silver NanocubesϮ

3.1 Introduction

MEMS-based TEM specimen heating holders exhibit excellent thermal stability and

minimal specimen drift, which allows thermally-activated processes to be studied dynamically at

high spatial resolution. The advantages of MEMS-based devices arise from the very small thermal

masses of the sample studied, but this poses particular challenges for the precise measurement of

specimen temperature. Previously, it has been proposed that the size-dependent sublimation

behavior of Ag nanoparticles could be used to measure the specimen temperature by applying the

Kelvin equation, but the effects of the capping ligands used in the nanoparticle synthesis and of

electron beam heating have limited the application of such approaches. Here it is shown that for

an appropriate choice of experimental parameters (nanoparticle size, loading, intermediate holding

temperature, and illumination conditions) the sublimation of Ag nano-cubes can be used to

measure the specimen temperature to an accuracy of ± 5 ˚C, over the range 700 – 850 ˚C. The

measurements are reproducible from area to area on the same MEMS chip, and from chip to chip

of the same type. The values of specimen temperature obtained are consistently lower than the

calibrated MEMS heater plate temperatures, and it is shown that this cannot be explained on the

basis of random errors in the experimental measurements or systematic errors in the materials

parameters used for the Kelvin equation analysis. It is proposed that this is instead due to the low

thermal conductivity of the electron-transparent amorphous silicon nitride support membrane on

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the chip. As further evidence for this, it is shown that for a thicker crystalline Si support with a

higher thermal conductivity, the magnitude of the difference is smaller. This approach could be

extended to other temperature ranges by using nanoparticles of other metals with different vapor

pressures and sublimation temperatures.

ϮSections of this chapter are a reproduction of an article by the author published in the Ultramicroscopy journal, titled “Temperature calibration of TEM specimen heating holders by isothermal sublimation of silver nanocubes”, Ultramicroscopy, 196 (2019) 142-153. https://doi.org/10.1016/j.ultramic.2018.10.011

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3.2 Literature Review

Based on the previous chapter it is well understood that MEMS-based micro-heater devices

have superior thermal stability and minimal specimen drift, which allows for the observation of

dynamic processes at high spatial resolution [24,79-81]. Despite these advantages, the reliable

interpretation of results from in situ heating experiments in the TEM is still limited by difficulties

in measuring the specimen temperature accurately under operando conditions. Moreover, the

greatly reduced thermal mass of the specimens used in MEMS chip micro-heater experiments

exacerbates this problem, and so an in situ measurement technique with both high temperature

sensitivity and high spatial resolution is required [82, 83]. Many different approaches have been

explored in an attempt to address this problem, including: direct observations of well-defined

isothermal transformations in standard samples, optical and infra-red (IR) pyrometry, and

measurement of temperature-dependent shifts in spectrometric or diffraction data. The most

significant of these studies are reviewed below.

In the earliest in situ TEM heating experiments, phase transformations were used to

identify the point at which the specimen reached a characteristic temperature in the heating stage.

Martin and Boyd used ferromagnetic materials and observed changes in magnetic effects as the

samples were heated through the Curie temperature [84]. In this study, the microscope was aligned

in such a way that the displacement of the specimen image position was zero in the overfocused

condition of the objective lens. Since the magnetic field of the specimen was not sufficient to

produce an observable effect on the image, a nickel ring was placed beneath the specimen to

produce large displacements in the image between the focused and unfocussed region of the

objective lens. The temperature at which the displacement of the image due to over-focusing

becomes zero is the Curie temperature of the ferromagnetic material (i.e. Ni). This approach could

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be used to generate a temperature calibration curve by repeating such experiments on other

ferromagnetic metals like Fe and Co. This technique is useful for calibrating furnace and grid-

based heating holders.

Sinclair and Parker [53] and Stach et al. [85] studied the amorphous to crystalline

transformation during the solid phase epitaxial re-growth (SPER) process observed in amorphous

silicon. The former approach used standard cross-sectioning techniques whereas the latter

approach adopted a FIB-based approach to prepare cross-sectional specimens. In the study by

Sinclair and Parker, the activation energy for crystallization reaction observed via in situ TEM was

found to be consistent with measurements made using other techniques [86]. However, the kinetics

of crystallization varied with temperature, which suggests that either the apparent temperature

differs from the actual temperature of the heater or the phenomenon is affected by thin foil effects.

Stach et al. measured the regrowth velocities of the crystallization front in Si, which matched the

predicted re-growth velocity based on the study by Roth et al. [87]. These investigations revealed

that the temperature of the specimen on a furnace type holder could be measured accurately by

studying the kinetics of the SPER process for a small temperature range (500-800 ⁰C).

Gao et al. [88] and Gong et al. [89] used metal-filled nanotubes to track changes in the

height of the metal inside the nanotube due to thermal expansion at elevated temperatures. Gao et.

al. measured temperature with the aid of a Ga filled CNT which has a 75 nm diameter and~ 10 µm

length. The Ga-metal can maintain low vapor pressures at high temperature and has the widest

liquid range (29 - 2403 ⁰ C) among metals. The Ga-column inside the CNT increases or decreases

proportionally with temperature over the range of 50-500 ⁰C (Figure 3.1). Since the thermal

expansion of Ga behaves in a linear fashion within this temperature range it behaves similar to a

filled thermometer and the temperature can be predicted using the equation T = 58 + (Δh/0.753),

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where Δh is the difference in height of the Ga column at T⁰ C and 58⁰ C. Gong et al. used Au(Si)

filled β-Ga2O3 nanotubes synthesized via a one-step chemical vapor deposition method. The

coefficient of thermal expansion of Au(Si) was found to vary in a linear manner till 800⁰ C and β-

Ga2O3 began to degrade between 900-1000 ⁰C. Gong et al. were able to reliably measure

temperature between 300-800 ⁰C on a furnace type heating stage.

Figure 3.1: Expansion of gallium inside a carbon nanotube with increasing temperature. a–c,

Changing level of the gallium meniscus at 58 °C (a), 490 °C (b) and 45 °C (c); scale bar, 75 nm.

(d), Height of the gallium meniscus plotted against temperature, measured in steps of 30–50 °C;

results are averaged (green curve) from closely similar measurements obtained during heating

(red) and cooling (blue). The nanothermometer was synthesized in a vertical radiofrequency

furnace (which differs from a one-step arc-discharge method). A homogeneous mixture of Ga2O3

and pure, amorphous, active carbon (weight ratio, 7.8:1) was reacted in an open carbon crucible

under a flow of pure N2 gas: at 1360 °C, the reaction Ga2O3(solid) + 2C(solid) → Ga2O (vapor) +

2CO (vapor) occurs. However, on the inner surface of a pure graphite outlet pipe at the top of the

furnace, the temperature is lower (around 800 °C), causing the reaction Ga2O(vapor) + 3CO (vapor)

→ 2Ga (liquid) + C(solid) + 2CO2 (vapor) to occur, during which the ‘nanothermometers’ are

created. Reproduced from [88].

Begtrup et al. [90] and Brintlinger et al. [91] tracked the melt-front of an ensemble of metal

islands, and they used a combination of experiments and modelling to calibrate the temperature.

Both investigations used electrically conducting heating elements mounted on a silicon nitride

membrane, which were used to heat metallic nanoparticles of Au [90] or In [91] deposited on the

membrane. The heat produced due to the passage of electric current through the device will melt

and/or evaporate the nanoparticles on the heater and the membrane. Each nanoparticle on the

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membrane acts as a localized temperature probe that provides a temperature profile of the

membrane. Bergtrup et al. used finite element models (FEM) to determine the temperature

distribution across a multiwalled carbon nanotube attached with Pd electrodes. The FEM is

validated by observing size dependent melting of Au nanoparticles inside the TEM. Britlinger et

al. observed the melting transition in indium nanoparticles. The melting transition does not show

a change in contrast in normal BF-TEM and therefore the displaced aperture dark field technique

was used to reveal the solid and liquid phases of indium before and after melting. Therefore, each

nanoparticle is a binary probe and a series of these images are used to generate a thermal map.

Each pixel on this map represents the lowest heater current required to cause melting of In.

Additionally, a FEM that describes the spatial distribution of current across the heater to cause

melting of Indium was observed to match the experimentally generated thermal maps (Figure 3.2).

Figure 3.2: Demonstration of electron thermal microscopy. (a) A bright-field transmission electron

micrograph of a heater wire with tapered electrodes fabricated on a silicon nitride membrane using

electron-beam lithography. Application of bias to the electrodes allows nanoscale thermal

gradients to be produced near the wire due to Joule heating. Indium islands are visible on the back

side of the membrane. Scale bar is 1 µm. (b) A thermal map of the same region. Each pixel is

colored according to the bias current needed to melt the indium island nearest to that pixel. The

map is assembled from 50 separate images, recorded at increments of applied bias. (c) A finite-

element thermal model of the device using a thermal conductivity of 3.6 W/m-K for the silicon

nitride and a temperature coefficient of resistivity, R, of 1.8*10-3/K for palladium. Here, the colors

represent currents that cause the regions to be greater than 157 °C, which is the melting temperature

of bulk indium. Reproduced from [90].

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More recently, Kim et al. [92] observed transformations in a series of different reference

materials to create a calibration chart across different temperature points. The main attraction of

such approaches is that they are straightforward, but they are limited in scope to a specific

temperature, or at best a narrow temperature range, for a particular calibration sample. Moreover,

there are some concerns that surface effects and/or specimen preparation artifacts might lead to a

discrepancy between the standard transition temperature for the bulk material and the temperature

at which the transformation occurs in the corresponding TEM sample.

Thermometric approaches would overcome these concerns by measuring the temperature

directly over a wide temperature range. The use of contact thermometry with, for example,

thermocouples is impractical for multiple reasons; 1) poor thermal contact between the

thermocouple and heater results in the measured temperature being lower than the actual

temperature, 2) conductive heat loss along the thermocouple, 3) the thermocouple measures the

temperature of the heater and not the specimen and this difference in temperature is dependent on

the thermal contact between specimen and heater, and the thermal conductivity of the specimen.

In an effort to overcome these difficulties non-contact measurements via optical or infra-red

pyrometry were used to calibrate heating holders. In early work by Keep et al. [93], an optical

pyrometer was incorporated into the TEM column to measure the temperature of a furnace-type

gas reaction cell hot-stage. The principle of temperature measurement in an optical pyrometer is

based on brightness comparison. The brightness of the measured light intensity from the image of

the specimen is compared with the brightness of a reference lamp. The measured brightness of the

specimen is always lower due to the absorptive and reflective losses due to the viewing glass (made

from Pb) and mirrors used in the microscope. These losses are corrected by comparing the

temperature of the heater in air with pyrometric measurements of the specimen directly through

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the specimen airlock, and from outside the microscope through the viewing glass. After the

brightness is corrected the temperature of the specimen can be accurately measured if the emittance

of the specimen is known. Optical pyrometry is not suitable for temperatures below 700 ⁰C and

therefore cannot be used to measure temperature continuously.

More recently, chips used in MEMS-based heating holders have been calibrated either

solely using infra-red (IR) pyrometry [80] or in combination with other techniques. Perez-Garza

et al. [81] used a combination of different approaches to calibrate the MEMS-heating stage; 1) by

measuring the temperature of a metal heater on the MEMS chip using IR pyrometer, 2) by

measuring the temperature of a specimen using Raman spectroscopy and 3) by heating the chip to

a controlled temperature on a hot plate with a Pt-100 sensor. The IR-pyrometer has a wide

operating range (300 -1300 ⁰C), but, the accuracy of these measurements is dependent on the

known value of emittance of heater used in these MEMS chips. Therefore, the temperature of the

heater is cross-validated using Raman spectroscopy (Figure 3.3). The temperature measurements

on the hot plate method with the Pt-100 sensor are limited to temperatures of 250-300 ⁰C.

Mele et al. used a thermal imaging camera to acquire thermo-graphic maps of the MEMS

microheater placed in an external vacuum station; this revealed the temperature distribution across

the micro-heater surface on the chip [24]. Additionally, temperature measurements obtained from

the surface of the microheater plate were also verified with oven heating measurements. The

MEMS chip was placed inside a well calibrated oven at a known temperature and the resistance of

the spiral heater was measured. These measurements allow us to extrapolate the rate of change of

resistance with temperature otherwise known as the temperature coefficient of resistance (TCR),

which is an important calibration coefficient for the MEMS chip. Additional corrections were

necessary to measure the exact temperature at the location of the window using the thermographic

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Fig. 3.3. Temperature calibration. (a) Raman and pyrometer calibration cross correlation. The inset

shows the IR image of the heating spiral taken with high end FLIR imaging camera. (b) Measured

and Set temperature change during long exposure time. (c) Temperature variation in horizontal

direction of the spiral. Error bars (3%) are also shown. Reproduced from [81].

Fig. 3.4 Thermal imaging of the MEMS microheater with no windows (a) and with windows (b),

and line plot along the direction indicated by the two arrows (c). Reproduced from [24].

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maps. The digital levels of the pixel of the thermographic map are converted to a known value of

temperature by comparing the temperature from a location on the spiral determined using a finite

element model. This known value of temperature is plotted against the digital value of the pixel

corresponding to the location on the thermal map (Figure 3.4). By fitting this plot to a second order

polynomial and solving the equation, the temperature at the center of the heat spreader is

determined. This value of temperature is used to correct for the average temperature determined

from the oven heating experiments. The global error in temperature was estimated to be ~ 4%.

While thermographic maps do give reliable information about any variation in temperature across

the chip, the spatial resolution is limited to ~ 5-10µm. Moreover, there are some concerns that the

chip temperature measured using thermal images recorded through the window of the test station

could be affected by factors such as: emissivity, thickness of the membrane, and reflections from

other surfaces [82]. The emissivity of the membrane is the most important factor in determining

the temperature accurately via thermal imaging. The lack of experimental data on emissivity values

for materials as a function of the thickness and temperature further compounds this problem [82].

Spectrometric approaches that have been used to measure specimen temperature include

electron energy loss spectroscopy (EELS) and Raman spectrometry (RS). Vendelboo et al. [94]

used EELS data to quantify the change in local gas density during a heating experiment in a gas

cell holder; they then calculated the temperature by assuming that the ideal gas law applied. This

study revealed that the temperature of the gas deviates from the temperature of the heater below it

determined based on resistance measurements in a calibrated furnace. It was observed that the

heater temperature increases on moving from the edge to the center. This approach is ideally suited

for measuring the temperature of the gas inside a MEMS based gas-cell heating holder.

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Mecklenburg et al. [95] used an EELS-based approach known as plasmon energy

expansion thermometry (PEET). The PEET technique is used to estimate temperature of a

specimen by measuring the volume plasmon energy of a specimen, Ep = h (e2n/є0m)1/2 where e and

m are the electronic charge and mass respectively, є0 the permittivity of free space, h the Planck’s

constant and n the valence electron density. The plasmon energy varies with temperature as the

electron density changes with the thermal expansion of the material (Figure 3.5). PEET is a high

sensitivity technique that can map temperature at high spatial resolution in a STEM at interfaces.

This approach was first demonstrated on thin films of Al and has now been extended to silicon

nanoparticles, which act as localized temperature probes [96].

Fig. 3.5: Experiment overview. (A) Apparatus: a STEM, a biasing sample holder, a power source

for Joule-heating the sample, and an EELS spectrometer. (B) Aluminum EELS data characteristic

of 293 K (black) and 413 K (red). The vertical lines in the inset indicate the plasmon peak centers,

as determined by curve-fitting, and the arrows indicate the peak maxima. (C) Scanning electron

microscope image of an example device architecture. Four leads connect to three Al device

geometries over an electron transparent, Si3N4 membrane. (D) A false-color temperature map of a

80-nm-thick, 100-nm-wide serpentine aluminum wire Joule-heated by the application of 161 mA.

The histogram indicates the color scale and bins each pixel according to its temperature. The

average temperatures measured in the indicated 86- by 86-nm squares are 310 ± 2 K (bottom left)

and 390 ± 3 K (top right). Reproduced from [95].

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This approach allows the temperature of a specimen to be measured continuously from room

temperature to 1250 ⁰C.

More recently, Idrobo et al. [97] determined the sample temperature in a modern

monochromated aberration-corrected scanning transmission electron microscope (STEM) by

measuring the ratio of the gain and phonon-loss peaks in the EELS data from hexagonal-BN nano-

flakes; they used first-principles calculations to reveal that shifts in both peaks to lower energies

with increasing temperature are due to anharmonic phonon scattering and lattice thermal

expansion. An alternate method was developed by Picher et al. [98], in which RS data were

acquired in a specially modified environmental transmission electron microscope (ETEM). In this

report, single walled carbon nanotubes were used as a reference sample, and the shift of the G-

band in the RS data was used to estimate the temperature. The increase in temperature results in

the softening of the bonds and results in a downshift of the Raman peak. The high thermal

conductivity of SWCNTs, the high contact area between the specimen and support membrane, and

a sharp G-band make SWCNTs an ideal candidate for the temperature measurements. The

temperature of the SWCNT on different window locations of a MEMS chip were measured based

on the established relationship between the G-band position of the SWCNT and temperature;

dʋ+/dT = (0.0275±0.0013) cm-1K-1 (Figure 3.6). However, the issue of laser heating must be

considered; the high power of the laser can induce shifts in the Raman peak due to localized

heating. The laser power was high enough to drill holes through the membrane. The problem of

laser beam heating was overcome by using a 532 nm laser at 1.2mW where no Raman peak shift

was observed. A drawback of such spectrometric approaches is that they require an instrument

equipped with a suitable spectrometer. Moreover, for RS measurements, in which the signal is

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excited by an infra-red laser, the spatial resolution is at best similar to that for pyrometry-based

methods (~10µm).

Fig. 3.6: (a) Evolution of the SWCNT G Raman peak frequency as a function of the laser power

(black squares). The red squares represent the corresponding temperature. (b) Evolution of the

temperature as a function of the current applied on the TEM membrane. (c) Evidence of

temperature gradients along the three dashed lines of the TEM sample heating membrane. White

disks represent the membrane holes. (d) Temperature drop as a function of pressure. The reported

uncertainties represent one standard deviation. Reproduced from [98].

Electron diffraction-based methods overcome many of the limitations inherent in other

approaches. No special detectors or spectrometers are required, and so measurements can be

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46

performed at high spatial resolution using almost any TEM instrument. The only complications

with such methods lie in the precision of the measurements and/or the processing of the data.

Takaoka et al. [99] measured the change in the intensity due to thermal diffuse scattering as a

function of temperature. The local temperature was measured as function of variation in beam

intensity in the spots of convergent beam diffraction (CBED) patterns. He et al. [100] used a

similar approach and measured the thermal diffuse scattering intensity as a function of temperature

and thickness. Their investigation revealed that the TDS intensity at specific scattering angles

increases or decreases depending on material and specimen thickness. This was attributed to the

dependence of mean phonon scattering angles on temperature. The TDS intensity is extremely

sensitive to temperature changes as low as ~ 10-3 K. However, it is not realistically possible to

measure such minute changes. The advantage of this approach is that it can continuously measure

temperature at extremely high spatial and temporal resolution. An alternate approach was adopted

by Winterstein et al. [101], who estimated the thermal expansion of Ag nanoparticles in an ETEM

from selected area electron diffraction (SAED) patterns to calculate specimen temperature

variations in a gaseous environment. This approach has an accuracy of ±30 ⁰C. Cremons et al.

[102] and Ji et al. [103] used a similar concept to determine specimen temperature of single crystal

Si and Co nanoparticles, respectively.

More recently, Niekiel et al. [104] used the parallel beam electron diffraction (PBED)

method developed by Reimer et al. [105] to measure temperature by estimating the thermal

expansion of Au nanocrystals. The PBED approach is used to measure the change in scattering

angle of the electron beam on thermal expansion of Au nanocrystals. This approach requires the

instrument to be aligned to ensure the beam is perfectly parallel. The change in diameter of the

(220) ring of Au was observed to measure the thermal expansion. A series of 100 SADPs were

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acquired at each set-point temperature after the heater is allowed to stabilize for two minutes at

each set-point temperature. The specimen temperature was measured from room temperature to

890 ⁰C by using reference thermal expansion coefficient of Au. The statistical precision of the

specimen temperature measured is ~3K. This study also demonstrated the sensitivity of the PBED

technique to quick changes in temperatures by tracking changes in temperature from SADPs

during a quenching experiment. Additionally, the investigators were also able to measure the

temperature gradient across different window locations on the MEMS-heater surface (Figure 3.7).

Figure 3.7: Results of measuring temperature via PBED during in situ heating experiments using

the Au nanoparticle sample. (a) Results of a quasi-static test stepwise increasing the temperature

with a settling time of 2 min, the standard deviation of 100 subsequent images is plotted as error

bars. (b) Dynamic experiment at a heating ramp of 3 K/s, (c) quenching experiment switching off

the heater at maximum temperature. A local temperature measurement is shown in (d) mapping

temperature across the heating chip. The datapoints correspond to the measurements at the 27

windows, a piecewise cubic interpolation is employed in between. Note that the error bars in (a)

are smaller than the extent of the datapoints and can only be discriminated as horizontal lines

crossing them. Reproduced from [104].

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In a recent paper by Asoro et al. [106], the sublimation kinetics of Ag nanoparticles during

in situ heating were studied. It was shown that the sublimation temperature was dependent on the

nanoparticle size in a manner consistent with that expected on the basis of the Kelvin equation. In

situ heating experiments on larger Ag nanoparticles were observed previously in a furnace type

heater placed inside a TEM [67]. The Kelvin equation was able to predict the sublimation kinetics

of these large particles (> 20 nm) as they had a constant sublimation rate. However, for smaller

particles the sublimation rates would change dramatically and therefore dynamic experiments on

smaller nanoparticles were difficult to perform for two reason; 1) the spatial resolution on older

instruments were poor and 2) the furnace type heater were not thermally stable and had long

equilibration times, which made these sorts of studies impractical. In this work, in situ TEM

heating experiments on a MEMS-base heater were performed to predict the behavior of

nanoparticles < 20 nm by applying the Kelvin equation. In situ heating experiments revealed that

temperatures at which nanoparticles size began to reduce, decreased with nanoparticle size (Figure

3.8). Since the sublimation rate of the nanoparticle is dependent on the particle size, Asoro et al.

proposed that this could form the basis for a new method both to measure the specimen temperature

during in situ heating experiments and to evaluate the effects of such factors as electron beam

heating during such experiments (Figure 3.9). The study by Asoro et al. describes the mechanism

of sublimation for smaller nanoparticles, which proceeds in discrete steps by forming facets along

specific directions. The sublimation behavior of smaller nanoparticles is in stark contrast to larger

particles, which sublimated continuously. In this chapter, the potential of this method to measure

the temperature of the membrane on a MEMS-based heating chip is explored. Monodisperse

cuboidal polyvinyl pyrolidone (PVP) capped Ag nanocubes were used in systematic isothermal

sublimation experiments, and the data obtained were analyzed to measure the temperature across

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the surface of the micro-heater device and to investigate the various sources of error affecting the

temperature measurements.

Figure 3.8. Selected bright-field TEM images of silver nanoparticles at room temperature (RT)

and at temperatures ranging from 500 to 720 ⁰C. Reproduced from [106].

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Figure 3.9: Particle radius versus time during an isothermal heating experiment at a nominal

temperature of 600 ⁰C on a 28 nm nanoparticle, based on the value displayed by the holder. The

dashed and solid lines are the theoretical predictions calculated from equation 2 at 600 ⁰C and 658 ⁰C, respectively. These results suggest that the effective temperature is about 58 ⁰C higher than

indicated by the heating holder. Reproduced from [106].

3.3. Background Theory

The Kelvin equation describes the effect of interface curvature on vapor pressure for

spherical liquid droplets or solid nanoparticles in thermodynamic equilibrium with their vapor.

The original form of the equation defined by Lord Kelvin to treat liquid droplets was:

Pr = P∞ (1 + 2γMr / RTρr) (1)

Where: Pr and P∞ are the equilibrium vapor pressures over the curved and flat surfaces,

respectively; γ is the surface energy; Mr is the molecular weight; R is the gas constant; T is the

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temperature; ρ is the density; and r is the radius of curvature. There have been many refinements

made to this expression to extend the analysis to solid particles and to account for the expected

deviation from linear behavior for nano-scale droplets or particles.

In early TEM studies by Blackman et al. [107] it was shown that the Kelvin equation can

be used to measure the mean surface energy of solid metal nanoparticles. In subsequent work by

Sambles et al. [67] this approach was used to probe the sublimation kinetics of Ag nanoparticles

during in situ TEM heating experiments, and the various sources of errors that could affect the

measurements were analyzed. The paper by Sambles et al. [67] includes a detailed derivation of

the equations that govern the kinetics of sublimation. For brevity, the expressions most relevant to

this study are reproduced; this describes the time, t, taken for complete sublimation of particle held

at constant T:

t = B/A {Eo(B/r) – E1(B/r)} (2)

In this expression:

A = α (Mr /2πRρ2)1/2(P∞/T1/2) (3)

where α is the sticking coefficient for molecules arriving at the surface;

B = (2γMr / RTρ) (4)

Eo(x) = (exp (-x))/(x)

and

E1(x) = x ∫∞ (exp (-y))/(y) dy (5)

The value of P∞ for Ag was obtained using the “practical” equation developed by Alcock et al.

[108]:

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log (P∞) = 14.133 – (14999) *T-1 – (0.7845) log (T) (6)

Equation (6) reproduces the observed values of vapor pressure for Ag to an accuracy of ±5 %. The

value of surface energy for Ag considered in this study is 1.2 J/m2 [67].

If the sublimation time for a particle is measured from an in situ heating experiment, then

equation (2) can be used to estimate the temperature. As discussed by Asoro et al. [106], electron

beam heating can lead to discrepancies between the values of temperature measured by this

approach and the initial temperature of the membrane on which the particle rests. The magnitude

of this discrepancy will depend on the contact area at the particle/membrane interface and on the

current density in the beam. In an attempt to minimize such beam heating effects, cuboidal

nanoparticles are used, to maximize the contact area between the particle and the membrane.

3.4 Materials and Methods

The TEM specimen heating holder used in this study was an FEI NanoEx/iv single-tilt

MEMS-based heating & biasing holder [24,109]. The MEMS device used in this holder is

fabricated on an 8.0 x 3.3 x 1.0 mm silicon chip (Fig. 3.10(a)). This device includes a free-standing

silicon nitride membrane with four electrical contacts that converge to a coiled heating element

(Fig. 3.10(b)). This configuration leads to heating of the membrane by the Joule effect when a

current is passed through the element. The heating element is connected to a 100 µm diameter

circular heat-spreader plate, within which a grid of twenty-two 10 µm diameter windows has been

patterned (Fig. 3.10(c)). In the center of each window is a circular hole, 5µm in diameter through

the silicon nitride membrane (Fig. 3.10(d)). Across these holes, there is a 15 nm thick amorphous

silicon nitride film with 1 µm diameter holes (Fig. 3.10(e)); this film acts as a support membrane

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for nano-particulate samples. During heating experiments, the holder is connected to a Keithley

source meter, which can control temperature in closed loop or open loop modes. Each MEMS chip

Figure 3.10: MEMs-based heating device for the FEI Nano-Ex/iV heating holder: (a) chip

placement in the holder; (b–d) visible light microscopy images showing: (b) the electrical contacts,

(c) the micro-heater plate, (d) the twenty-two 5 μm-diameter windows in the plate. e: Secondary

electron SEM image of the 15 nm thick amorphous silicon nitride membrane across the windows.

Reproduced from [109].

is provided with two calibration coefficients: the resistance measured at the reference temperature

of 25˚C, R0; and the temperature coefficient of resistivity (TCR) of the heating element material.

All of the experiments were performed on monodisperse 110 nm PVP-capped single-crystal Ag

nanocubes (NCs) with {100}Ag facets. These Ag NCs were acquired in the form of a suspension

in ethanol from Nanocomposix Inc. (San Diego, CA). The suspension was diluted with distilled

water and ultrasonicated for 60 s; a few drops of the diluted suspension were then transferred onto

the MEMS chip using a pipette, and the chip was allowed to dry in laboratory air.

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The in situ heating experiments were carried out in an FEI Talos-F200X STEM operating

in TEM mode at an accelerating voltage of 200 kV. This instrument is equipped with a Ceta 16M

complementary metal oxide semiconductor-based camera, which can acquire 512x512 pixel

images at a maximum frame rate of 25 fps. During the heating experiments, the illumination was

adjusted to maintain the measured current density at the screen below 12 A/m2. In addition, the

lens currents were kept constant throughout the experiments to ensure uniform electron beam

illumination conditions.

The procedure for the measurement of these coefficients has been described in detail by

Mele et al. [24]. The experiments were designed to monitor the sublimation of the Ag NCs during

isothermal exposures. In a typical experiment the chip is heated from 30 ˚C (the default value for

the ambient temperature of the MEMS chip) to 400 ˚C, held for about 4 minutes, and then heated

rapidly (10 ˚C/s) to the set-point temperature for the experiment. The intermediate hold at 400 ˚C

is intended to decompose the PVP cap, and it must be noted that the rate of Ag sublimation at 400

˚C is sufficiently low that this intermediate hold does not affect the results of the isothermal

sublimation experiments. The set-point temperatures and other experimental conditions were

chosen to allow the sublimation process to be captured within the duration of a typical experiment.

The sublimation time, t, as taken as the delay between the point at which the MEMS chip reached

the set-point temperature, and that at which the NC vanished completely. The process was

monitored by acquiring a series of bright field (BF) TEM images during the experiment; these

images were then processed using the open-source software ImageJ [110]. Isolated NCs lying with

a cube face parallel to the support film (i.e. square in projection) were selected for analysis. Images

of these NCs captured at room temperature prior to the experiment were thresholded to obtain the

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projected area, A. The edge length for each NC, L, is simply A1/2, and so the equivalent radius, requ.,

of a spherical particle with the same volume as the NC is given by:

requ = (3/4π)1/3. (A)1/2 (7)

Thus, for a NC with the nominal size of L = 110 nm, requ. = 68.24 nm. The values of requ and t for

each NC were used as inputs to equation (2) to obtain values for T. For clarity, in the sections that

follow all data are plotted with respect to requ, rather than A or L.

3.5 Results

3.5.1 Sublimation During Continuous Illumination

Firstly, the experiments conducted at set-point temperatures of 750, 800 and 850 ˚C with the

sample illumination conditions fixed throughout are considered. This is the normal arrangement

for most in situ heating experiments wherein changes in the sample are observed continuously. A

series of nine BF-TEM images from the experiment performed with a set-point temperature of 800

˚C is shown in Fig. 3.11. The image in Fig. 3.11(a) was acquired at 30 ˚C and shows the initial

arrangement of the NCs across the silicon nitride membrane surface in one 5 µm hole on the heat-

spreader plate. There are over 200 NCs in the field of view, but those around the edge of the 5 µm

hole in the heat-spreader plate, and to a lesser extent those around the 1 µm holes in the silicon

nitride membrane, tend to be agglomerated. Since the sublimation of these NCs in the

agglomerates would be difficult to monitor, and the sublimation kinetics could be affected by the

Ag vapor from the adjacent NCs, only isolated NCs that were separated by at least 30 nm were

considered in the analysis. A total of fifty-five isolated NCs that were oriented appropriately

(square in projection) were identified from this image, and the requ values for these NCs lay

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between 63 and 75 nm. There are no significant changes in the sizes or distribution of the isolated

NCs at 400 ˚C (Fig. 3.11(b)), but the images obtained at the set-point temperature of 800 ˚C (Figs.

3.11(c-i)) show the gradual sublimation of these NCs over a period of approximately six minutes.

The images in this experiment were obtained at 4 frames per second giving a time resolution of

0.25 s.

The sublimation process for a single NC is shown in Fig. 3.12. These BF-TEM images are

enlargements from the same image stack used to construct Figure 3.11, and the NC in the field of

view is the one indicated by the arrow in Fig. 3.11(a). The value of requ obtained for this NC from

the higher resolution image obtained at 30˚C (Fig. 3.12(a)) was 72.2 nm. No significant changes

are apparent during the intermediate hold at 400 ˚C (Fig. 3.12(b)), but the images obtained at the

set-point temperature of 800 ˚C (Figs. 3.12(c-i)) show the rounding, shrinkage, and eventual

disappearance of the NC. The value of t determined for this NC from such images was 262.25 s.

Substituting these values into equation (2) gave a value for T of 759.53 ˚C. It must be noted that

the BF-TEM images shown Figs. 3.11(b-i) and Figs. 3.12(b-f) are part of the image stack obtained

in preview mode; as such, they are of slightly poorer resolution than those in Figs. 3.11(a) and

3.12(a), which were obtained in static image mode. This reduced resolution does not have a

significant impact upon the precision with which the end-point of the sublimation process can be

detected.

The values of T were obtained for each of the fifty-five isolated NCs, and these are plotted in

Fig. 3.13(a) as a function of t. The mean value of requ obtained from these fifty-five NCs was 70

nm with a standard deviation of ± 2 nm. The curve shown in Fig. 3.13(a) is a plot of the variation

in T with t from equation (2) using requ = 70 nm. The experimental measurements lie close to this

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curve, and while the values of t vary significantly (269 ± 25 s), the resultant variation in T is much

smaller (757.7 ± 3 ˚C).

ϮFigure 3.11: Sequence of BF TEM images obtained from an isothermal sublimation experiment

performed at a set-point temperature of 800˚C with continuous exposure to the electron beam: (a)

initial configuration of Ag NCs before the experiment, (b) during the intermediate hold at 400 ˚C,

(c-i) during the hold at the set-point temperature. (b-i) are individual frames from the experiment.

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ϮFigure 3.12: Sequence of BF TEM images showing the isothermal sublimation of the isolated Ag

NC indicated by the arrow in Figure 3.9(a).

ϮFigure 3.13: Data from the fifty-five Ag NCs analyzed in the isothermal sublimation experiment

shown in Figure 3.11: (a) plot of calculated temperature, T, against sublimation time, t, together

with the value of Tmean. The green line represents the relationship of T vs t for an isolated NC with

requ = 70nm. (b) plots of T and t against the equivalent NC radius, requ.

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The spread in the data is shown more clearly in Fig. 3.13(b), which includes scatter plots of t and

T against requ. Another way of analyzing the data; is if the mean values of requ and t are substituted

into equation (2), then a value of 757.6 ˚C is obtained for T (shown as a solid black circle in Fig.

3.13(a)). This value of T is within 0.2 ˚C of the mean of the individual calculated values for T, and

this approach is clearly a more efficient way of obtaining the sample temperature from the data. In

the following sections, the values of the temperature calculated from mean values of requ and t will

be referred to as the “mean temperature”, Tmean, to distinguish this from the mean of the individual

calculated values of T.

Since the Kelvin equation predicts that t should depend only on requ at a particular value of T,

the range of values obtained for t in this experiment was unexpected and was certainly greater than

could be accounted for on the basis of experimental errors. To determine if this variation was due

to a temperature gradient across the membrane, the calculated values of T for the fifty-five Ag NCs

analyzed were mapped back to the NC locations as shown in Fig. 3.14. In this figure the NCs are

color-coded from blue to red across the range of calculated values for T (750-765 ̊ C). The apparent

temperature gradient in this plot is the opposite of what one might expect. The NCs that gave the

highest values of T are near the center of the membrane in the window, i.e. they are the furthest

from the heat spreader plate at the edge of the window. A possible explanation for this effect is

suggested by the locations of the NCs that gave the lowest values of T. While these latter NCs are

closest to the heat source, they also tend to be immediately adjacent to NC agglomerates. Thus,

the sublimation of these NCs could be affected more by the Ag vapor from the agglomerates,

leading to a larger value of t and a lower apparent value for T.

Plots of the data obtained in the experiments performed at set-point temperatures of 750 ˚C

and 850 ˚C are shown in Figure 3.15. The images in the lower temperature experiment were

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acquired at 2 frames per second, giving a time resolution of 0.5 s, due to the much longer

sublimation times involved. The values of Tmean obtained from these data sets were 711.4 and 794.6

˚C, respectively. In both cases, these values of Tmean lie within 0.2 ˚C of the mean of the values of

T obtained for the individual NCs from their measured requ and t. The experimental parameters and

data for these experiments are summarized in Table 3.1.

ϮFigure 3.14: Color–coded temperature distribution for the fifty-five Ag NCs analyzed in the

isothermal sublimation experiment shown in Figure 3.11.

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ϮFigure 3.15: Data from experiments performed under continuous illumination conditions at set-

point temperatures of: (a-b) 750 ˚C, and (c-d) 850 ˚C. The plots are values obtained by analyzing

thirty-one and forty-two Ag NCs, respectively. These are summarized in Table 3.1. The green lines

on plots (a) and (c) represent T vs t relationships for isolated NCs with requ = 70 nm.

ϮTable 3.1: Data from experiments performed under continuous illumination conditions at different

set-point temperatures

Experiment Set-Point T

(˚C)

No. of

Particles

t

(s)

requ

(nm)

T mean

(˚C)

T measured

(˚C)

1 750 31 1257 ± 71 72±3 711.4 711.3 ± 2

2 800 55 269 ± 25 70±2 757.6 757.7 ± 3

3 850 42 87 ± 9 69±3 794.6 794.6 ± 4

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3.5.2 Sublimation with Intermittent Illumination

In an attempt to evaluate the effects of beam heating on the values of T obtained, the

experiments described in section 3.5.1 were repeated using intermittent illumination. This was

achieved by blanking the beam using the gun valve in the column to ensure that no changes in lens

settings could affect the experiment. The specimen was firstly observed under ambient conditions

to perform alignments and to record a BF-TEM image of the initial NC configuration. The gun

valve was then closed, and the sample was ramped to the set-point temperature with a 4-minute

intermediate hold at 400˚C as before. During the intermediate hold at 400˚C, the PVP-capping is

removed and the details regarding the thermal stability of the PVP-capping are discussed later in section

3.6.1 (Illumination Conditions and Decomposition of PVP). At various points during the sublimation

experiment, the gun valve was opened, a single image was acquired, and then the valve was closed

again. It is difficult to know the precise duration of the sample’s exposure to the beam during each

cycle, but, it was estimated as 3 s for each image acquired. At the start of the experiments with set-

point temperatures of 750, 800 and 850 ˚C images were acquired once every 300, 90 and 10 s,

respectively. As the sublimation time for each set-point temperature was approached (using the

results from the continuous illumination experiments as a guide), images were acquired more

frequently. The net effect of this process was to reduce the total dose significantly, with the greatest

reduction being achieved for the lowest set-point temperatures where the sublimation times were

longest. Using the estimate of 3 s beam exposure for each image acquired, the total dose received

by the specimen will be approximately 2.2%, 11.9% and 25.3% of that for the corresponding

experiments performed under continuous illumination at set-point temperatures of 750, 800 and

850 ˚C, respectively.

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The plots of T vs t and the corresponding scatter plots of T and t with requ from these three

experiments are shown in Figure 3.16. As expected, the values of t are larger than those in the

corresponding experiments with continuous illumination. Moreover, the time resolution is

necessarily poorer giving horizontal “banding” of the data in the scatter plots of t with requ. Despite

this, the values of Tmean obtained from the experiments performed at set-point temperatures of 750,

800 and 850 ˚C are 702.2, 740.9, and 788.2 ˚C, respectively. These differ from the Tmean values

obtained under continuous illumination by about 1.2%, 2.2% and 0.8%, respectively. Thus, under

the illumination conditions used in our experiments, the effects of electron beam heating are

minimal. The data from these experiments are summarized in Table 3.2.

ϮTable 3.2: Data from experiments performed under intermittent illumination conditions at

different set-point temperatures

Experiment Set-Point T

(˚C)

No. of

Particles

t

(s)

requ

(nm)

T mean

(˚C)

T measured

(˚C)

4 750 117 1666 ± 136 70±3 702.2 702.2 ± 2

5 800 22 457 ± 39 70±4 740.9 741 ± 3

6 850 17 108 ± 10 71±3 788.2 788.1±4

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ϮFigure 3.16: Data from experiments performed under intermittent illumination conditions at set-

point temperatures of: 750 ˚C (a-b), 800 ˚C (c-d) and 850 ˚C (e-f). The values obtained are

summarized in Table 3.2.

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3.5.3 Effect of Other Parameters

Intermediate holding time: In the experiments described in 3.5.1 and 3.5.2 above, the intermediate

hold of 4 minutes at 400 ˚C was intended to decompose the PVP cap and allow for unimpeded

sublimation of the Ag NCs. To determine the efficacy of this step, additional experiments were

performed with longer holds at 400 ˚C. In this sub-section, the results from two such experiments

at a set-point temperature of 850 ˚C with intermediate holds of 15 and 60 minutes are presented.

To avoid beam heating effects, the beam was blanked during the hold at 400 ˚C, but continuous

illumination was used during the isothermal sublimation phase. The data from these experiments

are shown in Figure 3.17 and Table 3.3. The values of Tmean obtained from these experiments were

786.2 and 798.9 ˚C respectively. These values are 0.5% higher and 1.1% lower than that obtained

under the same experimental conditions with a 4-minute intermediate hold (Tmean = 794.6 ˚C).

Thus, extending the holding time does not appear to affect the sublimation of the NCs significantly.

ϮTable 3.3: Data from experiments performed under continuous illumination with a set-point

temperature of 850 ˚C with three different durations of intermediate hold at 400 ˚C.

Window location: To investigate the possibility of thermal gradients across the MEMS chip,

additional experiments were performed in different windows across the heat-spreader plate. Very

low Ag NC loadings were applied so that the same chip could be re-used several times. Data from

Experiment Time @ 400 ˚C

(s)

No. of

Particles

t

(s)

requ

(nm)

T mean

(˚C)

T measured

(˚C)

3 218 42 87 ± 9 69 ± 3 794.6 794.6 ± 4

7 1021 32 115 ± 16 70 ± 3 786.2 786.1 ± 5

8 3867 70 78 ± 5 70 ± 3 798.9 798.9 ± 2

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two such experiments at a set-point temperature of 850 ̊ C with intermittent illumination are shown

in Table 3.4 together with the data from the corresponding experiment described in section 3.5.2.

Despite the fact that these two additional experiments only involve one or two isolated Ag NCs,

the values of T obtained all lie within 5˚C of the Tmean from the previous experiment (788.2 ˚C).

Since the windows used (11, 13 and 3 – see Figure 3.10(d)) are in various locations across the

chip, there is no evidence for any temperature variation across the heat-spreader plate.

ϮTable 3.4: Data from experiments performed under intermittent illumination with a set-point

temperature of 850 ˚C in three different window locations on the same MEMS chip

Chip-to-chip variation: A significant concern in temperature calibration of MEMS-based heating

devices is whether each chip must be calibrated separately, or if all chips of a particular design

will behave similarly. To obtain a preliminary assessment of chip-to-chip variability, two

additional isothermal sublimation experiments were performed at a set-point temperature of 750

˚C with intermittent illumination, each on a different chip. The data obtained from these

experiments are given in Table 3.5 together with the data from the corresponding experiment

described in section 3.5.2. While the three chips used have somewhat different calibration

coefficients (R0 and TCR values), and one of these experiments involves only a single Ag NC, all

of the values for Tmean (or T) lie with 5 ˚C of one another. This suggests that calibrated values of

Experiment Window No. of

Particles

t

(s)

requ

(nm)

Tmean

(˚C)

6 11 17 108 ± 10 71±3 788.2

10 13 2 117 80±2 790.1

11 3 1 112 83 793.4

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Tmean obtained for particular set-point temperatures on one chip can be used for other chips of the

same type.

ϮTable 3.5: Data from experiments performed under intermittent illumination with a set-point

temperature of 750 ˚C on three different MEMS chips

Specimen type: While the values of Tmean obtained in the experiments described here may be

appropriate for heating experiments on nanoparticulate samples, additional complications could

arise if larger samples were used on the chip. In these cases, there might be significant changes in

the temperature due to differences between the thermal mass and/or conductivity of the sample as

compared to the amorphous silicon nitride support membrane. An initial evaluation was performed

by producing a FIB-cut sample from a single-crystal Si wafer using a procedure that has been

described in the next chapter. The specimen geometry consists of an electron-transparent region

approximately 5µm square and 200 nm in thickness, which is placed over the window in the

MEMS chip. This is surrounded by a significantly thicker (≈ 1.5µm) frame which supports the

central region during handling. Figure 3.18(a) is a secondary-electron ion-beam image of the Si

sample on the MEMS chip. Figure 3.18(b) is a BF TEM image showing a few Ag NCs dispersed

across the upper surface of the Si sample. An isothermal sublimation experiment was performed

at a set-point temperature of 850 ˚C under continuous illumination conditions. The three Ag NCs

Experiment Window TCR

(ppm/K)

R0

()

No. of Particles t

(s)

requ

(nm)

Tmean

(˚C)

4 14 3298 91.30 117 1666 ± 136 70±3 702.2

12 11 3156 91.63 37 1791 ± 123 72±2 701.1

13 11 3188 85.58 1 1657 77 705.5

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circled in Figure 3.9(b) were used in the analysis. These NCs have requ = 68 ± 3 nm, and give Tmean

= 807.5 ± 2 ˚C. This value is about 1.6% higher than that obtained on the amorphous silicon nitride

membrane (794.6 ± 4 ˚C) under the same experimental conditions (Figure 3.13(c)).

ϮFigure 3.17: Data from experiments performed under continuous illumination conditions at a set-

point temperature of 850 ˚C after an intermediate hold at 400 ˚C for: (a-b) 15 min, and (c-d) 60

min. The values obtained are summarized in Table 3.3.

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ϮFigure 3.18: (a) Secondary-electron ion-beam image of a FIB-cut Si TEM specimen placed over

the window of a MEMS chip. (b) BF-TEM image of the specimen in (a) showing the Ag NCs

dispersed over the specimen surface.

3.6 Discussion

3.6.1. Experimental Parameters

The experiments described in section 3.5 were performed under conditions that have been

found to give the most consistent and reliable data in our studies. In this section, the choices of

experimental variables necessary to obtain such data are considered.

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Nanoparticle size: As reviewed in Section 3.3, the kinetics of evaporation and sublimation can be

predicted from the bulk thermodynamics using the Kelvin equation and kinetic theory

[67,103,104]. For the case of Ag, this approach gives a nearly constant sublimation rate for

particles larger than about 20 nm [106]. For particles smaller than this, the sublimation rate begins

to increase significantly, and errors in the measurement of t and requ may affect the accuracy of the

measurement of T. Moreover, as discussed by Asoro et al. [106], smaller nanoparticles may be

influenced more significantly by beam heating. Thus, Ag NCs with requ > 50 nm have been used

in all of our studies, and only experiments on NCs with L = 110 nm (requ. = 68.24 nm) are described

here.

Nanoparticle loading: When dispersing the Ag NCs onto the chip, it is important to adjust the

dilution of the suspension to obtain an appropriate loading. While T can be measured using just a

single Ag NC, as was done in Experiment 13 (Table 3.5), this introduces significant uncertainties

into the value obtained. On the other hand, the use of high loadings can lead to agglomeration.

Even for well-dispersed particles, if the inter-particle separation is too small then the vapor from

adjacent particles could influence the sublimation rate, leading to lower apparent temperatures. As

discussed in Section 3.5.1, such an effect could be responsible for the apparent variation in T shown

in Figure 3.14. Thus, the ideal loading would give a few isolated NCs separated from one another

by > 100 nm.

Illumination conditions: The choice of illumination conditions is critical in such experiments. At

high electron fluences there can be significant effects due to interactions with the beam. Previously,

it has been shown that in the absence of external heating, exposure of PVP-capped Ag NCs to a

focused electron beam can lead to recrystallization of Ag under the cap [111]. Even at lower

fluences, there can be heating effects wherein the temperature rise is inversely proportional to the

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thermal conductivity of the specimen and directly proportional to the electron beam flux (current

density) and specimen density [26]. To minimize such effects, the lowest current density consistent

with the acquisition of image stacks with appropriate spatial and temporal resolutions was used.

The effects of beam heating under the illumination conditions used here are estimated by

comparing the results of experiments performed under continuous exposure (Section 3.5.1) with

those using intermittent exposure (Section 3.5.2). The maximum discrepancy between the values

of Tmean obtained in these two sets of experiments was 2.2%. This is broadly consistent with the

results of previous investigations on beam heating effects in TEM [27-30].

Decomposition of PVP: To obtain sublimation behavior consistent with that described by the

Kelvin equation, it is necessary to first remove the PVP cap. If one heats directly to the sublimation

temperature, then the PVP converts to a carbon shell surrounding the Ag NC, and sublimation

proceeds by complex morphological transitions in the manner described by Ding et al. [112].

These transitions include the development of {110} and {111} facets, and asymmetric sublimation

as the Ag vapor escapes through a pore or crack in the C shell. Similar phenomena have been

reported in a more recent study by He et al. [113]; these effects were compared with the

sublimation of Ag NCs for which the PVP cap had been removed by repeated washing followed

by in situ heating at 125 ˚C for 1 h with the beam blanked to remove any residue. In the present

study, the PVP cap was removed by thermal decomposition alone. Du et al. have shown that the

onset of decomposition for pure PVP occurs at around 380 ˚C, while for PVP-coated nanoparticles

the onset temperature is depressed [114]. A 4 min hold at 400 ˚C was found to be sufficient to

remove the PVP cap, and that extending the holding time to 15 or 60 min did not have any

significant effect on the values of Tmean obtained.

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3.6.2 Sources of Error

Random errors: The results presented in Section 3.5 show that in each case the data obtained are

remarkably reproducible, with a maximum standard deviation of ± 5 ˚C in the values of T obtained

in any particular experiment. Moreover, the values of Tmean obtained from experiments on different

windows on the same chip (Section 3.5.3) and from different chips (Section 3.5.3) all lie with a

range of ± 5 ˚C. The consistency of the values indicate that the random errors must be very small.

The two primary sources of such errors are the measurements of requ and t. The maximum

uncertainty in requ is estimated to be ± 2 nm, and for the Ag NCs used here (requ ≈ 70 nm) this

corresponds to an uncertainty in T of less than ± 1.5 ˚C (i.e. < 0.15 %). Similarly, the uncertainty

in t is around ± 0.5 s. The effect of this error depends strongly on the duration of the experiment.

At 750 ˚C, the uncertainty in T would be less than ± 0.05 ˚C, whereas at 850 ˚C this would rise to

± 1.0 ˚C. For an extreme case where the uncertainty in t rose to ± 5 s, the uncertainty in T at 850

˚C would be ± 8.8 ˚C.

Systematic errors: Given the magnitude of the difference between the set-point temperatures and

the values of Tmean obtained in this study (≈ -50 ˚C), systematic errors are of particular concern.

The most likely sources for such errors are in the values of the surface energy γ, the sticking

coefficient , and the vapor pressure P∞ used in the Kelvin equation to obtain values of T from

measurements of requ and t. Since the errors in γ and are difficult to quantify accurately, extreme

cases in which they vary by > 10 % from the values used in the analysis of the data are considered.

A decrease in γ from 1.2 J/m2 to 1.0 J/m2 would reduce the values of T obtained by less than 1˚C.

Similarly, a decrease in from 1.0 to 0.8 would increase the values of T obtained by 7-8˚C. Since

equation (6) has been shown to reproduce the observed values of vapor pressure for silver to an

accuracy of ± 5 % [108], errors in P∞ by a margin of ± 10 % are considered. This variation in P∞

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would result in an uncertainty in T of ± 3 ˚C at 750 ˚C, and ± 4 ˚C at 850 ˚C. Thus, even for such

extreme cases, the cumulative effects of these systematic errors cannot account for the

discrepancies between the values obtained for Tmean and the set-point temperatures.

3.6.3 Deviation from the Set-Point Temperature

In the study by Asoro et al. [106], the discrepancy between the temperature measured from the

sublimation of Ag nanoparticles and that obtained from separate calibrations of the MEMS chip

was explained on the basis of electron beam heating. This is clearly not the case for the experiments

presented here, because the values of Tmean obtained are consistently lower than the calibrated set-

point temperatures. The magnitude of the discrepancy is between 5 and 7.5%, which is greater

than the error of < 4% reported by Mele et al. [24] for these devices based on a combination of

oven heating experiments and thermographic images obtained from an external vacuum station.

However, it is important to recall that while pyrometers or thermographic cameras give a rapid

and accurate measurement of surface temperature, they do so with limited spatial resolution (≈5-

10 µm). Since this resolution limit is similar to the dimensions of the windows in the MEMS

device, the calibrated set-point temperature will correspond to that of the heat-spreader plate. The

obvious implication is that the temperature of the specimen on the amorphous silicon nitride

membrane differs from that of the heat-spreader.

A possible explanation for this difference is suggested by the experiment in which the use of a

FIB-cut single-crystal Si specimen (Section 3.5.3) gave a value of Tmean 13 ˚C higher than that

obtained on the amorphous silicon nitride membrane under the same experimental conditions

(Figure 3.15(c)). Since the thickness of the FIB-cut Si specimen is far higher than that of the silicon

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nitride membrane, this temperature difference can only be explained on the basis of differences in

thermal conductivity. Values of the thermal conductivities for thin films at elevated temperature

are not readily available, but, the room temperature values for crystalline Si and amorphous silicon

nitride thin films are 2 - 60 W/m-K [115] and 0.4 - 2.7 W/m-K [116], respectively. These values

are significantly lower than those for their bulk counterparts, which are 145 and 16-30 W/m-K,

respectively [82]. The reduced thermal conductivity of thin films is attributed to the scattering of

phonons at boundaries, imperfections, impurities, and electrons; these effects are exacerbated at

higher temperatures. Thus, the temperature of the specimen will be a balance between thermal

conduction from the heat-spreader plate, radiative losses from the surfaces, and electron beam

heating. Since the thermal conductivity of the silicon nitride membrane is about an order of

magnitude lower than that of a crystalline thin film of Si, one might expect the temperature of the

silicon nitride membrane to be lower, as observed experimentally.

3.6.4 Broader Applicability of the Technique

The measurement of specimen temperature by the sublimation of Ag NCs is simple to perform

and requires no special instrumentation or complex computational analysis. When the

experimental conditions are controlled appropriately, as discussed in Section 3.6.1, the spread of

values obtained for T is small and the values of Tmean are reproducible from window to window on

the same chip, and from chip to chip of the same type. The two factors that can affect Tmean

significantly are the illumination conditions and the specimen type. Thus, for accurate calibration

of temperature, nanoparticle sublimation experiments must be performed for each value of electron

fluence and for each sample material to be used in the subsequent in situ heating experiments.

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The main limitation to this approach is the exponential dependence of sublimation time on

temperature; this limits the range of temperatures over which the technique can be applied to about

700 – 850 ˚C. At lower temperatures the sublimation experiment becomes unreasonably long,

whereas at higher temperatures the sublimation is so rapid that it is difficult to measure t accurately.

To extend this technique to other temperatures, one would require metallic nanoparticles with

rather different sublimation temperatures. Possible candidates might include Au for higher

temperatures, and Mg for lower temperatures. In both cases, there have been previous reports on

nanoparticle sublimation in the TEM [117,118]. Beyond this, one could use the equations

developed by Alcock et al. [108] to identify metallic elements whose nanoparticles would have

vapor pressures that are consistent with sublimation inside the TEM. Elements such as Co, Ca and

Cd are promising in this regard, although this is clearly dependent on the feasibility of synthesizing

highly monodisperse nanoparticles of these metals

3.7 Conclusions

It has been shown that for an appropriate combination of experimental conditions, one can use

the isothermal sublimation of well-separated mono-disperse Ag NCs to calibrate the specimen

temperature in an in situ heating experiment over the range of about 700-850˚C. The value of the

temperature obtained from the measured values of requ and t using the Kelvin equation is highly

reproducible with a standard deviation of less than ± 5 ˚C for NCs in a particular area. The value

of Tmean obtained from the mean values of requ and t for a group of NCs is within 0.5 ̊ C of the mean

of the individual calculated values of the temperature.

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For the MEMS heating device used in this study the variation in Tmean from window-to-window

on a given chip, and from chip-to-chip of the same type, is less than 5 ˚C. The values of Tmean

obtained are, however, consistently 5-7.5 % lower than the externally calibrated set-point

temperature for the device. This discrepancy cannot be explained on the basis of random errors

due to uncertainties in the measurements of requ and t, or systematic errors due to the use of

inappropriate values for the constants in the Kelvin equation. The difference is instead probably

due to the sample temperature being lower than that of the heating device, because of the low

thermal conductivity of thin support membranes and TEM specimen lamellae.

This technique could be extended to other temperature ranges by the use of metallic

nanoparticles with different vapor pressures and sublimation characteristics.

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CHAPTER 4

4. Focused Ion Beam Preparation of Specimens for Micro-Electro

Mechanical System-based Transmission Electron Microscopy

Heating Experiments*

4.1 Introduction

Micro-electro-mechanical systems (MEMS)-based heating holders offer exceptional

control of temperature and heating/cooling rates for transmission electron microscopy

experiments. The use of such devices is relatively straightforward for nano-particulate samples,

but the preparation of specimens from bulk samples by focused ion beam (FIB) milling presents

significant challenges. These include: poor mechanical integrity and site selectivity of the

specimen, ion beam damage to the specimen and/or MEMS device during thinning, and difficulties

in transferring the specimen onto the MEMS device. In this chapter, a novel FIB protocol for the

preparation and transfer of specimens from bulk samples is described. This protocol involves a

specimen geometry that provides mechanical support to the electron-transparent region, while

maximizing the area of that region and the contact area with the heater plate on the MEMS chip.

The method utilizes an inclined stage block that minimizes exposure of the chip to the ion beam

during milling. This block also allows for accurate and gentle placement of the FIB-cut specimen

onto the chip by using simultaneous electron and ion beam imaging during transfer. Preliminary

data from Si and Ag on Si samples are presented to demonstrate the quality of the specimens that

can be obtained and their stability during in situ heating experiments.

*Sections of this chapter are a reproduction of an article by the author published in the Microscopy and Microanalysis journal, titled “Focused Ion

Beam Preparation of Specimens for Micro-Electro Mechanical System-based Transmission Electron Microscopy Heating Experiments, Microsc.

Microanal., 23 (2017) 708-716.https://doi.org/10.1017/S1431927617000605

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4.2 Literature Review

MEMS-based heating holders have enabled researchers to carry out sophisticated

experiments to understand a wide range of thermally activated phenomena in nano-particulate

systems and thin films. Such studies include: morphological transformations in nano-crystals

[119,120]; size-dependent sublimation of nanoparticles [103]; thermal stability of catalytic

nanoparticles [121, 122]; nucleation of new phases [123]; crystallization of metallic glass nano-

rods [124] and solid - state de-wetting in thin films [125]. However, in situ investigations of bulk

material systems are more difficult to perform due to complications in the preparation of electron-

transparent lamellae from bulk samples and the transfer of these lamellae to the MEMS-based

devices. Recently, there were attempts by previous investigators to develop a technique for the

preparation and transfer of a lamella onto a MEMS based sample carrier. The previous reports that

used a FIB-SEM based approach are reviewed below.

The approach to produce conventional TEM specimens from bulk materials by techniques

such as twin-jet electropolishing has been combined with focused ion beam (FIB) methods to

remove fragments of the electron-transparent regions and transfer them onto the MEMS chip [126-

128]. The first study describing this approach was by Zhong et al. [126,127]. In this study, the

authors prepared conventional TEM thin foils using twin jet-electropolishing to prepare an

electron-transparent specimen. The FIB-SEM was used to cut-out an electron-transparent region

(~ 150 x 75 µm) from a twin jet electropolished thin-foil. The micromanipulator needle was

attached to the fragment before being fully separated from the thin foil (Figure 4.1). The two ways

described in the study to attach the micromanipulator needle to the electron transparent specimen

are; 1) attach with an organometallic Pt precursor or 2) a vacuum compatible adhesive. The former

approach results in Pt overspray across the sample. This issue can be minimized by reducing the

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operating voltage and current used for deposition, and by avoiding immediate imaging after Pt-has

been deposited. The latter approach is time consuming and requires the micromanipulator needle

tip to be cleaned (using ion milling), removed from the FIB, and dipped in glue and left to dry for

few hours, before being re-inserted into the FIB. However, this approach avoids the issue of Pt

overspray on the specimen. After the needle is successfully attached to the corner of the electron

transparent region and separated from the thin foil, the specimen is gently lowered and placed over

the MEMS chip. The specimen is attached to the membrane surface using either organometallic Pt

or the proprietary glue.

Figure 4.1. Electron beam images of the specimen preparation and transfer process: (a) scanning

transmission electron microscopic dark-field image showing the electron-transparent region, (b)

focused ion beam slots cut around the periphery of the region of interest, with corner attachments

still in place. c: Micromanipulator attached to the area of interest and freed by milling off

supporting material, (d) sample positioned above the SiNx window, (e) micromanipulator cut free

by milling away the surrounding material after corner attachment to the environmental chips by

organometallic Pt (om-Pt) deposition. The observant reader will notice a diffuse patch of material

surrounding the perimeter of the small rectangular tabs affixing the corners of the cut out. This is

residual om-Pt discussed in the text. Reproduced from [127].

Wang et al. [128] also described a similar approach that combines electropolishing or Ar-

ion milling with the FIB-SEM. However, there is subtle difference in the approach described by

Wang et al. in comparison with the previous approach. Wang et al used a small fragment of the

entire electron transparent region instead of milling the entire electron transparent region (Figure

4.2). This approach reduces the milling time to cut the fragment, but severely compromises the

mechanical robustness of the specimen. The two main drawbacks to the approach used by Zhong

et al and Wang et al. are - first, the site selectivity is limited to features that happen to be contained

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within the thinnest regions of the thin foil. Second, the thin regions of interest are not mechanically

robust, and can easily be damaged during FIB cutting and/or transfer to the MEMS chip.

Fig. 4.2: Steps to prepare a lamella of Ti69Ta30Al1 alloy. (a) low magnification SEM image close

to the hole, (b) shows the area selected to cut, which corresponds to the area marked with square

in (a), (c) three grooves were cut through the sample, (d) the last cutting step leads to the flip up

of the lamella, (e) low magnification TEM image shows the lamella transferred onto the MEMs-

based chip, (f) HRTEM image of Ti69Ta30Al1 lamella. Reproduced from [128].

Duchamp et al. [129] proposed an alternate approach in which a somewhat thicker lamella

is produced from a bulk sample by FIB milling techniques. The lamella is lifted out and transferred

to the MEMS chip, bonded in place by deposition of Pt at the edges, and then FIB milled to electron

transparency (Figure 4.3). In this study, a custom-made row holder was designed for the flip stage

in the FIB-SEM. These holders are used to accommodate the MEMS chips. The thick lamella is

milled from the bulk sample and transferred onto a Cu-grid (on the flip-stage) using the

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micromanipulator needle in the FIB-SEM. The lamella is attached to the side of the Cu-grid such

that the surface normal of the lamella is parallel to the edge of the Cu-grid. This orientation ensures

Figure 4.3: (a-c) FIB and (d–f) SEM images of the different thinning steps to produce an electron

transparent lamella. Reproduced from [129].

that the surface of the lamella is parallel to the surface of the micro heater membrane during the

transfer to the MEMS chip. After both sides of bulk lamella are planarized, the lamella is detached

from the Cu-grid and re-attached to the micromanipulator needle. At this point the Cu-grid holders

are replaced with the custom-made MEMS row holder on the flip-stage. Before the lamella is

attached to the MEMS chip the row-holder on the flip stage is set to an appropriate angle. This

ensures that the surface of the lamella and the MEMS chip are parallel to each other during the

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transfer step. The final milling operations are performed after the lamella is transferred onto the

MEMS chip. Although this approach avoids concerns about site selectivity or mechanical

deformation of the lamella, performing final milling on the MEMS chip can lead to significant

curtaining and ion beam damage of the micro-heater plate/heating membrane.

Straubinger et al. [130] used a FIB-based approach and prepared specimen conforming to

the H-bar method [131]. Their procedure can be divided to 3 simple steps 1) prepare and transfer

an electron transparent lamella onto a Cu-grid, 2) change the orientation of the Cu-grid with respect

to the surface of the sample stage, i.e. the surface of the lamella attached to the Cu-grid is parallel

to the surface of the MEMS chip (Figure 4.4), and 3) detach the lamella from the Cu-grid and

attach the lamella onto the MEMS-chip. There are a few concerns with this approach; The fragile

Cu-grid, which holds the lamella is easily deformed during handling and could in turn damage the

lamella. Another issue is the exposure of the specimen and MEMS chip to the ion beam.

Figure 4.4: Sketch of the mounted cleaved piece of a sample (A) and TEM grid (B) on the FIB

working stage (C). The lamella is highlighted in red. As shown, the TEM grid must be mounted

perpendicular to the sample surface (left). The Cu-grid is mounted in an orientation parallel to

the surface of the MEMS chip during the transfer step (right). Reproduced from [130].

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Perez Garza et al. [81] used a 45⁰ wedge shaped block in the FIB. The block held the

specimen and the MEMS chip, which were glued on the two inclined faces of the block (Figure

4.5). The stage is used to facilitate the preparation and transfer of the lamella onto the MEMS chip.

A thick lamella is prepared and transferred onto the MEMS-chip. The thick lamella on the MEMS

chip is then thinned down to electron transparency. This approach ensures site-selectivity,

mechanical robustness and the inclined surface of the block ensures the ion beam is at grazing

incidence to the surface of the chip. However, the placement of the sample on a 45⁰ inclined surface

complicates the FIB-lamella preparation procedure; the deposition efficiency of Pt is poor, as the

electron beam and Pt -deposition needle are not at an optimal angle to the surface normal of the

sample, additional maneuvers are required to lift the specimen out during bulk milling. Final

thinning operations performed on the MEMS chip will result in milling artefacts and/or damage to

the specimen and MEMS-heating device.

Figure 4.5: Schematic illustration of the specimen preparation and transfer onto the MEMS chip.

Reproduced from [81].

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More recently, Canavan et al. [132] used rotating micro-grippers instead of the traditional

micromanipulator needle for sample lift-out and transfer. In this study, a thick lamella was

prepared using a standard FIB preparation procedure. The lamella was separated from the bulk

sample with the aid of the micro-gripper. Next, the section of the lamella away from the

microgripper was thinned down to electron transparency. Before transferring the lamella onto the

MEMS chip, the tip of the micromanipulator needle was dipped in a proprietary adhesive (i.e.

compatible in vacuum and cured by electron irradiation) and spread across the surface around the

window of the MEMS chip. The electron transparent lamella held by the micro-gripper was gently

placed next to the window such that the thicker portion of the lamella was placed on the glue while

the thinned (electron transparent) section of the lamella was over the window of the MEMS chip.

The electron beam was then used to cure the glue by irradiation. The advantage of this approach

is that it avoids issue of Pt deposition on samples and uses an adhesive to attach the specimen onto

the MEMS chip (Figure 4.6). The rotational microgripper is a proprietary accessory that was

additionally fitted for such complicated maneuvers.

In this chapter a modified approach is described, which overcomes these issues. All

thinning is done using standard FIB lift-out techniques before transferring the specimen to the

MEMS chip, thereby reducing the total ion beam flux on both the specimen and the chip. The two

key features to this approach are: a specimen geometry that provides mechanical support around

the electron-transparent region, and a FIB sample stage block that minimizes the stresses

experienced by the specimen during the transfer to the chip. Although the details of the procedure

described here are specific to the FIB system and MEMS-based heating holder used in our studies,

the specimen and FIB stage block geometries could easily be adapted for use in other systems.

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Figure 4.6: SEM images of (a) the transfer of the lamella from the grippers to the MEMS device,

(b) the high-kV curing of the lamella and adhesive, (c) and (d) schematics of lift-out geometry.

Reproduced from [132].

4.3 Specimen Preparation Procedure

4.3.1 Design of the MEMS Chip

The MEMS chip used in this study was developed by the FEI Company for use in the

NanoEx-i/v heating & biasing stage [24], as shown in Figure 3.10a. The MEMS chip has

dimensions of 8 × 3.3mm and consists of a free-standing membrane of silicon nitride with an

embedded heating element. There are four dedicated triangular contacts on the membrane for

heating experiments and four-square open contact pads that can be used for biasing experiments

(Fig. 3.10b). For the purposes of this study we employ only the heating stage. The element has a

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spiral configuration (Fig. 3.10c) such that the membrane is heated by the Joule effect when current

passes through the element. At the center of the heating element is a circular plate, 100 μm in

diameter, which serves as a heat-spreader to create a uniform temperature distribution across the

membrane surface [24]. There are 22 viewing windows, each 5 μm in diameter, distributed across

the membrane through the heat-spreader (Fig. 3.10d). These windows are covered by a 15 nm

thick, holey film of amorphous silicon nitride with 1 μm diameter holes on the opposite side of the

membrane from the contacts (Fig. 3.10e). This film acts as a support for nano-particulate samples,

but does not result in a significant reduction in the resolution of images from FIB-cut specimens.

4.3.2 Geometries of the Specimen and the FIB Stage Block

The geometry of the specimen is shown schematically in Figure 4.7. The lower surface as

shown in Figure 4.7a will be in contact with the silicon nitride membrane on the MEMS heating

chip. This surface is planar to ensure the maximum possible contact area between the specimen

and the membrane, which will minimize any thermal lag during heating. The geometry of the upper

surface includes a thick region on three sides with an electron-transparent region in the center (Fig.

4.7b). The latter region is of the same lateral size as the viewing windows in the silicon nitride

membrane on the MEMS heating chip. This arrangement provides mechanical support to the

thinnest regions of the specimen during the lift-out, final thinning and transfer to the MEMS chip,

while maximizing the size of the electron-transparent region visible through the viewing window.

The FIB system used in this study is a FEI Helios Nanolab 460F1 instrument equipped with a flip

stage, an EasyLift in situ nanomanipulator, and a NavCam

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Figure 4.7: Schematic diagrams showing the design of the FIB-cut specimen for MEMS-based

TEM heating experiments: (a) side view, (b) top view. Orientations are with respect to the TEM

electron beam. Reproduced from [109].

Figure 4.8: (a) Schematic diagrams of the stage block geometry and dimensions as seen from the

side view (top) and top view (bottom). (b): NavCam image (as viewed from the electron column)

showing the location of the sample and the MEMS chip on the stage block. Reproduced from

[109].

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optical viewing system. To facilitate the preparation of a specimen with the geometry shown in

Figure 4.7, and the transfer of the specimen from the bulk sample to the MEMS chip, a FIB stage

block is employed, whose geometry is shown schematically in Figure 4.8a. The bulk sample is

attached to the top surface of the block, which lies parallel to plane of the FIB sample stage, and

the MEMS chip is attached to the inclined surface in a 1mm deep machined recess. The T-shaped

geometry of the recess is shown in the top view schematic diagram (lower part of Fig. 4.8a); this

recess geometry allows for the chip to be mounted horizontally or vertically on the inclined surface

as required.

Figure 4.8b is a top view image obtained using the NavCam showing the stage block in the

FIB chamber with the sample and MEMS chip attached. For the procedure described here, the

block is oriented so that the inclined face points away from the ion column when the stage is in

the horizontal position as shown in Figure 4.9b. The use of such a block has several advantages.

Attaching the bulk sample to the flat top surface allows for conventional FIB milling and lift-out

procedures to be used. Attaching the MEMS chip in the recess on the inclined surface reduces the

ion flux on the chip during the milling and lift-out procedures, and provides better viewing angles

for both electron and ion beam images during transfer of the specimen to the chip. This latter point

is shown more clearly in the following section. The FEI Helios Nanolab 460F1 instrument used in

this study has two sample stages: (1) the bulk stage to which the FIB stage block is attached, and

(2) a flip stage that holds the Cu grid for final milling operations. The bulk stage has a tilt (T) range

of −10° to +60°, where positive T corresponds to an anti-clockwise rotation about the axis

perpendicular to the diagram in Figure 4.9. The flip stage has an alpha flip (AF) range of 0–360°

and the AF axis is parallel to that for T on the bulk stage.

4.3.3 Sequence of Operations

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The specimen preparation procedure can be divided broadly into four steps: (1) bulk

milling, (2) in situ lift-out, (3) final milling and (4) in situ transfer onto the MEMS chip. The first

three steps are variants of the standard FIB lift-out procedures, adapted to prepare an electron-

transparent specimen with the geometry specified in Figure 4.8. The FIB stage block is used for

steps 1, 2, and 4 and the flip stage is used for step 3. The sequence of operations is explained with

the aid of Figures 4.9 and 4.10. The schematic diagrams in Figure 4.9 show the orientations of the

stages with respect to the ion and electron column in the FIB. Figure 4.10 is a selection of

micrographs showing a specimen at various steps in the procedure. For the sake of brevity, the

most important operational parameters used during the procedure are mentioned. A thick lamella

is obtained by tilting the bulk stage to T = 52° (perpendicular to the ion column - Fig. 4.9(a),

depositing a protective Pt cap onto the region of interest on the bulk sample, milling trenches on

either side of this cap to define a lamella, and then pre-thinning the lamella to ≈0.8 μm in thickness.

The bulk stage is then tilted to T = 0° (Fig. 4.9b), the EasyLift nanomanipulator probe is attached

to the Pt cap, and the lamella is cut free from the bulk sample (Fig. 4.10a). In this orientation, the

probe axis lies parallel to the plane of the FIB-cut lamella. The lamella is then attached to the Cu

grid on the flip stage (Fig. 4.4b), which is rotated to AF = 52° for the final milling (Figs. 4.9c,

4.10c). The final milling is performed by reducing the ion beam voltage and current iteratively

from 30 kV and 0.23 nA to 5 kV and 15 pA; this results in an electron-transparent region with a

minimum of ion beam damage (Fig. 4.10d). To transfer the specimen to the MEMS chip, the

nanomanipulator probe is attached to the thick region on one side, and the sample is then cut free

from the Cu grid (Figs. 4.10e, 4.10f). It is important to note that these steps are performed at AF =

52° so that the probe axis is inclined to the specimen plane to facilitate transfer. The bulk stage is

then tilted so that the MEMS chip surface is

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Figure 4.9: Schematic representation of the sample stages with respect to the ion and electron

columns in the FIB during (a) bulk milling, (b) in situ lift out, (c) flip stage final milling, and (d)

in situ transfer onto the MEMS chip with the aid of the nanomanipulator probe, as shown in the

inset. Reproduced from [109].

approximately parallel to the ion beam (Fig. 4.9d). In this orientation, the ion flux (and therefore

the probability of inducing significant ion beam damage) on the MEMS chip is minimized.

Moreover, the plane of the specimen lies parallel to the MEMS micro-heater surface, which

minimizes the chances of inducing significant mechanical stresses during transfer. For the FIB

stage block geometry shown in Figure 4.8, the ion beam is parallel to the chip at T = 17°. In

practice, a somewhat larger value of T is required to give a projected view of the windows on the

chip surface so that the electron transparent region of the specimen may be placed across the

selected window more precisely; in our work a value of T = 24° was used in this step. The transfer

process involves: tilting the stage to the transfer angle of T = 24°, adjusting the micro-heater surface

to the eucentric height so that both electron and ion beam images can be acquired (Figs. 4.10g and

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4.10h, respectively); aligning the specimen over the selected window on the micro-heater surface;

lowering the nanomanipulator until the specimen just comes into contact with the surface;

attaching the specimen to the MEMS chip with Pt; and then cutting the specimen free from the

nanomanipulator probe. The specimen is now ready for observation in the TEM (Fig. 4.10i). An

important feature of this protocol is that the whole preparation procedure can be completed within

the chamber without breaking vacuum. This is in contrast to the modified H-bar approach

described by Straubinger et al. [130] for producing specimens for gas environmental cell holder

experiments.

Figure 4.10: Sequence of operations: (a–c) SE ion beam images showing the transfer of the lamella

from the bulk stage to the flip stage, (d) HAADF STEM image of the electron transparent lamella

after final milling, (e, f) SE ion beam images showing the nanomanipulator reattachment to the

side of the specimen and separation from the flip stage, (g, h) alignment and attachment of the

specimen to the MEMS chip, and (h, i) SE images of the final configuration obtained using the ion

and electron beams, respectively. BS=bulk stage; FS=flip stage. Reproduced from [109].

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4.4 Material & Methods

To demonstrate the viability of the specimen preparation procedure described in the

previous section, two reference samples were examined. The first was a semiconductor grade Si

wafer with a (100) polished surface. This simple sample was selected to evaluate the quality and

stability of the cross-sectional TEM specimens that can be produced by this procedure. The second

sample was a similar wafer onto which a thin film of metallic Ag was deposited by thermal

evaporation. This process was performed using an Edwards 306A coating system operating at a

pressure of 1 mPa. A 0.2 g nugget of commercially pure Ag was placed in a W wire basket, and

the nugget was heated by passing a current through the W wire. The cross-sectional TEM specimen

produced from this sample was used for in situ heating experiments. This latter system was selected

to demonstrate such experiments because the annealing of Ag on Si has been studied previously

using TEM, both in situ using conventional furnace-type heating holders [58] and via post mortem

characterization [132]. The specimens were examined using the NanoExTM i/V holder in an FEI

Talos F200X scanning/TEM operating at 200 kV. This instrument has an “extreme” field emission

gun source which has a combination of high brightness (1.8 × 109 A/cm2 srad at 200 kV) and high

stability beam current (>50 nA). The instrument is also equipped with a SuperXTM energy

dispersive X-ray spectrometry (EDXS) system, which has four in-column, shutter-protected,

windowless silicon drift detectors giving a total solid collection angle of 0.9 srad. The SuperXTM

system can generate fast EDXS maps with pixel dwell times as low as 10 μs, at temperatures as

high as 600°C. The in situ TEM data were captured using a CetaTM 16M pixel complementary

metal oxide semiconductor camera, which provides a large field of view with a maximum frame

rate of 25 frames/s at 512 × 512 pixel resolution. The information limit of the TEM is 0.12 nm and

the STEM high-angle annular dark field (HAADF) resolution is 0.16 nm. For spectrum imaging

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experiments, data were acquired at the same resolution (512 × 512 pixels) with a dwell time of 49

μs/pixel. The selected areas were scanned repeatedly for a total acquisition time of 600 s.

Postprocessing of the EDXS data was performed using the Bruker Esprit software to subtract the

background, and the compositions were then extracted from the intensities in the Ag-Lα, Si-Kα,

Pt-Lα, and Ga-Kα peaks using standard-less quantification on the basis of the thin film

approximation.

4.5 Results & Discussion

4.5.1 Imaging of (100) Si Wafer

The sequence of images shown in Figure 4.11 was acquired in the FEI Helios Nanolab

460F1 during the preparation of a [011] cross-section from the (100) Si wafer. A low magnification

bright field (BF) TEM image obtained from the sample on the MEMS chip using the FEI Talos

F200X is shown in Figure 4.11a. The residue of the Pt cap is visible across the top of the window,

the uniform thick side region is just visible on the right-hand side, and the rougher thick lower

region can be seen at the bottom. Such images show no evidence for curtaining of the FIB-cut

lamella, and the uniform contrast across the electron-transparent region indicates that the specimen

has a uniform thickness in this area, although faint contrast from the holey silicon nitride film is

visible in the background. The phase contrast image shown in Figure 4.11b was obtained from the

region indicated by the black box in Figure 4.11a. A magnified view of the region indicated by the

black box in Figure 4.11b is shown in Figure 4.11c. The image corresponds to the [011] projection

of the diamond cubic Si structure, although the Si dumb-bells are not resolved under these imaging

conditions (i.e. the contrast features correspond to closely spaced pairs of atomic columns). The

corresponding fast Fourier transform power spectrum is shown in Figure 4.11d. These data

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demonstrate the possibility of producing high-quality artifact-free specimens of uniform thickness

by this procedure.

Figure 4.11: a: BF TEM image of the cross-sectional specimen from the (100) Si substrate on the

MEMS chip. b: Phase contrast lattice image of the specimen from the region within the black box

in (a). c: Enlarged view of the region within the black box in (b). d: Fast Fourier transform showing

the [011] orientation of the specimen. Reproduced from [109].

4.5.2 In Situ Heating of Ag on (100) Si

A cross-sectional specimen was produced from the Ag film on (001) Si using the same

milling and transfer procedure, and a HAADF STEM image from the specimen is shown in Figure

4.12a. The Ag film is visible as a fine bright band across the top of the window, and a higher

magnification HAADF image from this area is shown in Figure 4.12b. Such images show that the

Ag film is uniform with a thickness of ~100 nm. Contrast variations within such HAADF images

and BF images (not shown) reveal that the Ag film is polycrystalline with a mean grain size of

about 57 nm. The majority of these grains are roughly columnar running from the Si substrate to

the film surface, but there are also some smaller equiaxed grains wedged between the larger

columnar grains. The region shown in Figure 4.12b has dimensions of 770 × 770 nm; the

corresponding Ag, Si, Pt, and Ga elemental maps are shown in Figures 4.12c to 4.12f, respectively.

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The Ga map suggests that the Ga+ implantation damage has largely been restricted to the Pt cap.

The Ga concentrations obtained by considering only Ag, Si, Pt, and Ga (i.e. neglecting the light

elements C, N, and O) were: 6.7, 1.4, and 1.8 at% in the Pt cap, Ag layer, and Si substrate,

respectively.

Figure 4.12: a, b: HAADF STEM images of: (a) the cross-sectional specimen of Ag/(100)Si on

the MEMS chip, (b) detail showing the Ag film. c–f: Compositional maps from the region shown

in (b) for Ag, Si, Pt and Ga, respectively. Reproduced from [109].

The specimen was heated at 10 °C/s from room temperature to 100 °C, and then at the same

rate in 50 °C increments to a maximum temperature of 650 °C. At each set-point temperature, the

specimen was held for 10 min to allow for any microstructural changes to be observed. A selection

of BF TEM images acquired from the Ag/Si interface after holds of 2 and 10 min at each

temperature step between 350 and 500 °C is shown in Figure 4.13. These images reveal two main

types of change in the microstructure: grain growth in the Ag, and de-wetting of the Si surface by

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Ag. There is evidence for the onset of de-wetting (dark diffuse contrast at the specimen surface)

after 10 min at 350 °C (Fig. 4.13b), whereas obvious grain growth does not occur until between 2

and 10 min at 400 °C (Figs. 4.13c, 4.13d). As such, it is not clear whether the grain growth is

inherent behavior for the Ag film at this temperature or if it is related to the de-wetting at the

specimen surface. The in situ observations at high temperatures are complicated not only by mass

transport across the specimen surface, but also by concomitant de-wetting of the Pt cap. This was

evident in the spectrum map obtained from the specimen at the end of the in situ heating

experiment, which confirmed the presence of Ag and Pt regions across the surface of the Si

substrate in this cross section (Fig. 4.14).

Figure 4.13: BF TEM images of the Ag/Si interface acquired after 2- and 10-minute isothermal

holds at (a,b) 350 °C, (c,d) 400 °C, (e,f) 450 °C, and (g,h) 500 °C. Reproduced from [109].

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Figure 4.14: HAADF-STEM images of: (a) the FIB-cut lamella on the MEMS chip after heating

the lamella, (b-e) compositional maps from the region shown in (a) for Ag, Si, and Pt respectively.

Reproduced from [109].

Previous studies of Ag on Si include in situ plan view TEM observations of grain growth

kinetics and substrate de-wetting characteristics [58], and post mortem cross-sectional TEM

analyses on the effects of Ag film thickness and texture on grain growth [133]. There have been

no previous in situ TEM heating studies on cross-sectional Ag/Si samples. The only previous study

of this type was for ultrathin Ni films on SiO2 using a conventional furnace-type heating holder

[134]. In principle, such studies should help to develop a qualitative understanding of the

mechanism of de-wetting at the film/substrate interface, which cannot be studied using plan view

specimens. However, as shown in the results presented here, specimen surface effects can

dominate the behavior so that this may not be representative of the grain growth in, or de-wetting

of, the Ag films. The sequence of events observed for the cross-sectional specimens during heating

is shown schematically in Figure 4.15. At 350°C, Ag islands form on the lower surface at the Ag/Si

interface. As the temperature increases, the islands spread across the lower Si surface, and

eventually the Pt also spreads across the lower surface from the cap. All of these processes occur

at nominal temperatures well below the melting points of the respective metals (962 and 1768°C,

respectively for Ag and Pt). Although these effects may limit the value of the observations

presented here for understanding this material system, the data do demonstrate the viability of our

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approach for producing high quality damage-free specimens from bulk materials and for

transferring these to MEMS-type chips for in situ heating experiments.

Figure 4.15: Schematic diagram showing the sequence of de-wetting events at the different

specimen temperatures used in the heating experiments for the Ag on (100) Si specimen.

Reproduced from [109].

4.6 Conclusions

In this chapter, the protocol for the FIB preparation of a TEM specimen from a bulk

material and the transfer of the specimen to a MEMS-based chip for in situ heating experiments

has been developed. The entire procedure was performed without breaking vacuum. The key

features of this approach are:

(1) a specimen geometry that provides good mechanical support to the electron-transparent region,

and maximizes the contact area with the heater plate on the MEMS chip to promote rapid heating

and cooling; and

(2) use of an inclined stage block that minimizes the ion flux experienced by the chip during FIB

milling, and facilitates the accurate positioning of the FIB-cut specimen during transfer to the

MEMS chip.

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Cross-sectional specimens cut from bare (100) Si wafers, and from (100) Si wafers with

thermally evaporated Ag surface films, have been used to demonstrate the approach. Smooth,

curtain-free TEM specimens of uniform thickness were obtained from both samples. Data from

preliminary heating experiments on the Ag/Si specimen show excellent stability during heating,

although the grain growth and de-wetting phenomena observed in this specimen appear to be

dominated by surface effects.

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CHAPTER 5

5. In Situ STEM Investigations of Thermally Activated Processes in

Gas-Atomized Al Alloy Powders

5.1. Introduction

Cross-sectional scanning transmission electron microscopy (STEM) specimens were

produced from individual gas atomized alloy powder particles of three aluminum alloys: solid

solution strengthened Al5056, precipitation hardenable Al6061 and an Al-Cr-Mn-Co-Zr alloy

which contains icosahedral quasicrystal dispersoids. These specimens were used to perform in situ

STEM heating experiments to investigate the changes that occur in the metastable phases and non-

equilibrium microstructures upon heating. The experiments reveal the details of a wide variety of

thermally activated processes occurring in the particles including: solute redistribution to eliminate

micro-segregation; dissolution, coarsening, transformation and decomposition of secondary

phases; and precipitation within the Al matrix.

The contents of this chapter are currently under review.

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5.2 Literature Review

5.2.1 Gas Atomization

Gas atomization is the most common method used to produce metallic alloy powders for

conventional powder metallurgy processes and for metal powder additive manufacturing [135,

136]. By breaking-up a molten stream into droplets using high pressure inert gas, fine spheroidal

powder particles with constant average composition can be obtained from even the most complex

multi-component alloys, thereby avoiding the macro-segregation problems that arise in

conventional melt processing. The cooling rates that prevail in gas atomization are extremely high

(104-108 Ks-1), which can lead to the formation of metastable phases and non-equilibrium

microstructures that are radically different from those in bulk materials [137, 138]. Under most

circumstances the phases and microstructures present in the powders are not of concern since these

will revert to more equilibrium forms during subsequent thermal processing. Thus, in conventional

sintering of metal powders, high temperatures and pressures are used to promote inter-particle

bonding and minimize porosity, whereas in powder-bed additive manufacturing the metal powders

are re-melted selectively using laser or electron beams [139-141]. There are, however, two main

situations in which the powder microstructures and the phases present can be particularly

important. Firstly, there are additive manufacturing processes such as gas dynamic cold spray

(GDCS), in which powder consolidation is achieved by accelerating particles towards substrates

at super-sonic velocities [142-144]. Under appropriate conditions this leads to metallurgical

bonding with only very short low-temperature thermal transients, and so the microstructural

features in the powder can be retained in the deposits [145,146]. In the GDCS community there is

significant interest in the as-atomized powder microstructures, and in how these might be modified

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by powder heat-treatment to optimize deposition characteristics, or by post-deposition heat-

treatment to optimize the properties of the deposits [147-152]. Secondly, there are cases where gas

atomization is used as a scalable rapid solidification technique to produce powders that contain

inherently metastable phases such as metallic glasses [153-155] or quasicrystals [156,157]. In such

cases, there is great interest in the thermal stability of the metastable phases, since this will have

important implications for the potential to consolidate such materials and to exploit their unusual

properties.

5.2.2. In Situ TEM Investigations of Thermally Activated Processes in Al-Alloys

Previously, several investigators have observed thermally activated processes in Al and Al-

alloys using in situ TEM. Most of the work has been aimed at understanding thermally activated

processes in conventionally processed Al-alloys with the exception of a few reports, which focus

on rapidly solidified Al-alloys. In this section, the most important studies on thermally activated

processes in conventional Al-alloys which used in situ TEM heating experiments are reviewed.

Thomas & Whelan [36] were the first to observe precipitation in thin foils of an Al-4%Cu alloy

inside the TEM. In this study, they observed that precipitation in thin foils was dominated by

diffusion of solute atoms to the thin foil surface, which was facilitated by quenched in lattice

vacancies. This behavior was in stark contrast to the precipitation at helical dislocations observed

in bulk materials. The precipitation of θ’ & θ formed during ageing at 250-300 ⁰C and 350 ⁰C

respectively revealed, some precipitates have a crystallographic relationship with the matrix that

was consistent with one of the three orientation relationships previously observed in an Al-4%Cu

alloy. In situ observations of precipitate dissolution revealed that θ precipitates dissolved at a

constant rate in some cases when heated to 500⁰C. The diffusion coefficient of the solute was

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determined by using the formula: dr2/dt = -kD, where the r is the precipitate radius at time t, k is

the rate constant and D the diffusion coefficient of solute in the matrix. However, this was a rough

estimate of the diffusion coefficient for two reasons: 1) the applicability of the theory used to

calculate the D for precipitates in thin foils is debatable and 2) the specimen temperature measured

was not accurate (± 30⁰C). The investigators noted that the microstructure of the thin foil subjected

to a repeat ageing cycle (second and third ageing treatment) were different from the microstructure

observed after the first ageing cycle (Figure (5.1)).

Figure 5.1: Examples of precipitates at 300⁰C near triple grain boundary junction after; (a) Second

ageing treatment, (b) third ageing treatment. Reproduced from [36].

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Laird & Aaronson [39] investigated the mechanism for the formation of θ phase and the

dissolution of the θ’ phase in Al-4%Cu alloy. Their observations revealed that the θ precipitate

morphology and crystallographic structure were similar to those previously observed in the bulk

material. Laird and Aaronson performed in situ heating experiments on thin foils prepared from a

pre-aged bulk sample with an α + θ’ microstructure, unlike Whelan and Thomas [36] who subjected

a single thin foil to multiple ageing treatments inside the microscope. Laird and Aaronson

suggested that θ-precipitates were observed to nucleate inside θ’ phase at the boundary between α

and θ’. After nucleation of θ the growth proceeded in three different ways – 1) by consuming the

θ’ that it nucleates in, 2) by transforming the α grain in the vicinity of θ’ that had undergone

transformation and 3) by dissolution of the θ’ crystals in the vicinity of a growing θ. In this study,

different morphologies of precipitates classified based on their orientation relationship (with the

matrix) and morphology were reported; Group I-thin parallel sided plates with round edges or thin

lenticular plates, Group II/III-thick rods, bulky or idiomorphs (Figure 5.2). The diffusion

coefficient calculated from in situ experiments were an order of magnitude higher than those

observed in the bulk, this variation was attributed to ‘short circuit’ diffusion. Laird and Aaronson

[37] later investigated the mechanism and kinetics of thickening and lengthening of hcp - γ plates

in Al-15%Ag alloys. Butler & Swann studied the kinetics of grain boundary precipitation in an Al-

Mn-Zn alloy [38].

Ramaswamy et al. [158] investigated the discontinuous precipitation reaction in an Al-

28%Zn alloy via in situ TEM in a HVEM. The in situ observations of discontinuous precipitation

in TEM thin foils were consistent with those observed in bulk samples. The changes in the

interlamellar spacing with temperature observed in the bulk were easy to replicate in thin foils and

this was used to measure the temperature of the specimen. They studied the kinetics of the cellular

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reaction and revealed that the operative mechanism was cell boundary diffusion and the lamellae

within the cells multiplied by a branching mechanism (Figure 5.3).

Figure 5.2: (a) TEM image of group I lenticular precipitate with two group II/III plates, (b) SADP

of lenticular plate in (a) with group I orientation relationship with zone axis tilted 3⁰ tilted about

[110] form [001]. Reproduced from [39].

Figure 5.3: Multiplication of Zn lamella by branching during cellular growth at 155 ⁰C. Reproduced

from [158].

Hewitt and Butler [159] studied the dissolution mechanism of the θ’ in an Al-3% Cu alloy.

The bulk Al-3%Cu sample was aged at 370 ⁰C before thinning the sample down to prepare thin

foils. In situ observations on the thin foil revealed that the mechanism of θ’ dissolution was based

on vacancy flow, which relieved the localized stress due to the volume change during a phase

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transformation. In this study, the investigators observed that θ’ precipitates were linked through

dislocation networks. These dislocations experienced climb during the dissolution process, which

confirmed that the vacancy flow is an important operative mechanism during dissolution in the Al-

3%Cu alloy.

Rashkova et al. [160] observed the growth of Al2Cu (θ) in a high-pressure torsion (HPT)

deformed Al-3wt%Cu alloy. In this study, the authors investigated the kinetics of coarsening of

the θ precipitate and identify the operating mechanism for Ostwald ripening. The kinetic data

obtained from in situ heating experiments are used to decide whether the mechanism was based

on lattice diffusion or grain boundary diffusion. They performed in situ TEM ageing treatments

for 100 minutes on thin foils at temperatures between 120-170 ⁰C (Figure 5.4). The kinetic analysis

of the in situ TEM data revealed that coarsening of θ could be fitted to t1/3 or t1/4 relationship, but

the activation energy measured suggests that grain boundary diffusion is the dominant mechanism

in these ultra-fine-grained alloys.

Figure 5.4: STEM BF (a) and STEM HAADF (b) images of the ultrafine-grained Al–Cu alloy

before and (c, d) STEM BF and STEM HAADF, respectively after in situ heating up to 170 ⁰C

for 100 min in a TEM. Reproduced from [160].

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More recently, Liu and co-workers [41] have performed site selective in situ heating

experiments on Al-Cu alloy system. They obtained a FIB-cut specimen from a single grain to

observe the nucleation of nano-precipitates at ageing temperatures < 200 ⁰C. In this study, the FIB-

cut specimens were subjected to a solutionizing treatment at 520 ⁰C before quenching the

specimen, by switching the MEMS based heater off. Subsequently, the specimen was subjected to

ageing treatments at temperatures between 140 - 200 ⁰C. All these operations were performed

inside the TEM. In this report the investigators combined in situ TEM with 3-D atomic re-

constructional tomography to understand the morphological evolution of the precipitates (Figure

5.5). The in situ studies were performed on specimens at 300kV in the STEM in annular dark field

(ADF) mode, which is advantageous while studying diffusion controlled transformations. Liu and

co-workers studied the kinetics of precipitate-matrix, precipitate-precipitate and precipitate

dislocation interactions. They also investigated the mechanism for the formation of θ’ phase by

tracking the evolution of the crystal structure in a single precipitate.

Figure 5.5: (a)STEM-ADF image obtained at a tilt of 20° revealing the elongated plate type θ’

precipitate indicated by the red-arrow. These precipitates were grown on heating the TEM sample

5 h at 160 °C. From a series of 91 such STEM-ADF images, the 3-dimensional reconstruction has

been carried. (b) Images extracted from a movie, showing the 3-dimensional reconstruction of the

plate-like nanoprecipitates. These precipitates are distributed uniformly inside the TEM sample

through the thickness. The few large particles are intermetallic particles formed at the sample

surfaces. Reproduced from [41].

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5.2.3. In Situ Investigations of Thermally Activated Processes in Rapidly Solidified Al-Alloys

In this section, the previous attempts to study thermally activated processes in rapidly

solidified Al-alloys are reviewed. Howe and co-workers have investigated thermally activated

processes in powder particles on a variety of Al alloys via in situ heating experiments in the TEM

[161-164]. Eswaramoorthy et al. [161] used a custom designed thermal shield on a conventional

furnace type heating holder to study the chemical composition across a solid-liquid interface and

in an undercooled liquid as a function of temperature. In this study, Al-Si-Cu-Mg alloy powder

particle (~ 350 nm) was heated to a partially molten state such that the native oxide scale of the Al

particle encased the molten Al within the oxide shell, which prevented the molten Al from

evaporating inside the TEM. Their studies revealed that the Al and Si compositions varied in a

complementary manner across the solid-liquid interface; the composition of the solid and liquid

phase in equilibrium in an undercooled condition, which were compared with thermodynamic

models, and finally, they observed the homogeneous nucleation of the Al-rich solid phase.

Palaniswamy and Howe [162] investigated the segregation of Cu and the nucleation of

phases at the solid-liquid interface in rapidly solidified particles of an Al-Si-Cu-Mg (A390) alloy.

The in situ observations revealed that Cu nucleates to form CuAl2 at the interface of Si and liquid

Al during cooling. The Cu segregated along the high index facets of the Si. In situ observations of

solid/liquid interfaces along with thermodynamic models are a useful approach to study nucleation

at solid-liquid interfaces during solidification in complex multicomponent systems.

Eswara et al. [163] characterized the structure and chemistry of the solid-liquid interface

in an atomized Al-Si powder particle using STEM-EDXS and HRTEM. These experiments were

performed on a MEMS-based heating holder. The powders particles were ultrasonicated in ethanol

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for 10 minutes and drop cast onto the MEMS-chip. Particles in the sub-micron size range were

analyzed for this investigation. HRTEM observations revealed that the Si (111) facet and liquid

Al interface width at 600 ⁰C was approximately 3.2 nm. However, the interface width measured

using the HAADF image and chemical profile of Al and Si at the interface was 12 nm, 9 ± 1nm,

7.6 ± 1 nm respectively. This variation in the measured value of interface width between HRTEM

and HAADF-STEM data was partly attributed to beam broadening of the STEM probe.

More recently, Schneider et al. [164] investigated the dynamic behavior and nature of Cu

segregation at the atomic level in an Al-Si-Cu-Mg alloy at the solid-Si-liquid Al interface. In this

report they concluded that Cu segregated to the {113} Si-solid/ liquid interface by formation of

nano islands that constantly fluctuate and have highly reproducible orientation relationships with

crystalline Si. The height and width of these fluctuating islands were observed to have a gaussian

and log-normal distribution respectively, which suggested that these nano-islands exhibited

coalescence and possess high interfacial mobility. The investigators suggested that these nanoscale

islands were metastable phases formed prior to the nucleation of the CuAl2 phase and were not

complexion phases formed at interfaces.

Thus far, the in situ TEM approach has been confined to studies of very small particles (<

1µm for Al alloys) of atomized alloy, in which the processes can be observed directly without

thinning the particle. As described in the previous chapter a focused ion beam (FIB)-based protocol

for the site-specific preparation of TEM specimens from bulk materials and their transfer to a

heater chip for use in a micro-electromechanical systems (MEMS) based heating holder was

developed [109]. Using this approach, the advanced capabilities of MEMS-based heating holders

(high heating and cooling rates, very low specimen drift rates and excellent thermal stability) are

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used to study thermally activated processes in specimens from bulk materials at high resolution.

In this chapter, the application of this technique to study solid-state thermally activated processes

in individual gas-atomized powder particles is demonstrated. Cross-sectional specimens from gas

atomized powder, which are used in the GDCS process are subjected to in situ MEMS-based

heating experiments. This study has described the preliminary data obtained from three different

Al alloys: the solid-solution-strengthened alloy Al-Mg, the precipitation-hardenable alloy Al-Mg-

Si, and a dispersion-strengthened Al-Cr-Mn-Co-Zr alloy that contains icosahedral quasicrystals.

5.3 Materials & Methods

A selection of images showing the specimen preparation and transfer process from one

powder particle is shown in Figure 5.6. Figures 5.6(a)-(e) show key steps in the specimen

preparation; all of these steps were performed using a Xe ion beam in an FEI Helios Nanolab

Plasma FIB-SEM to avoid the problem of Ga implantation into Al during sample thinning using

Ga ions [165]. At the completion of the process (Figure 5.6(e)) the specimen has an electron

transparent region approximately 200nm thick and 5µm across, corresponding to the diameter of

the windows in the heater chip. This thin region is supported by a much thicker (1-2µm) frame to

support the sample during transfer. The transfer process was performed in a FEI Helios 460 F1

Ga+ ion FIB-SEM equipped with a flip stage; as discussed in the previous chapter, this allows for

rapid transfer and attachment of the specimen to the chip while minimizing exposure to the Ga ion

beam. The in situ heating experiments were performed in an FEI Talos F200X scanning

transmission electron microscope (STEM) using an FEI NanoEx-i/v single tilt heating stage. In

each case, the Al-alloy particle specimen was heated from 30 ˚C to 100 ˚C and held at that

temperature for 3-5 minutes to drive off any adsorbed moisture or volatile hydrocarbons from the

surface of the specimen. The micro-heater was then ramped to the chosen set-point temperature at

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a rate of 1 ˚C/s and held at this temperature until no further change in microstructure was observed

before cooling to room temperature. The set-point temperature for each alloy was chosen on the

basis of ex situ DSC, SEM and TEM studies. The entire heating sequence for each in situ heating

experiment was recorded by capturing a series of high-angle annular dark field (HAADF) STEM

images while scanning at 1 frame per second. The Talos F200X was operated at an accelerating

Figure 5.6: Secondary electron images of steps in the FIB-specimen preparation in the Xe PFIB

(a-e) and transfer in the Ga FIB (f-i). (a) Pt strap over the ROI; (b) coarse-cut lamella; (c) lift-out;

(d) attached to the Cu omni-grid; (e) after final thinning; (f) detachment from the grid; (g)

placement on the MEMS chip; (h) bonding to the chip with Pt; (i) final configuration. Images

acquired using: (a,b,d,e,i) the electron beam; (c, f-h) the ion beam. The angles quoted represent the

tilts of the stage with respect to the electron column of the dual-beam FIB instruments at each stage

of the process (see Chapter 4 for details).

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voltage of 200 kV and is equipped with a SuperX silicon drift detector energy dispersive x-ray

spectrometry (EDXS) system. X-ray maps were acquired at room temperature from the region of

interest (ROI) in each specimen before and after the heating experiment.

5.4 Results & Discussion

5.4.1. Thermally Activated Processes in Al-Mg Alloys

The first in situ heating experiment was performed on a GA particle of an Al-Mg (Al-5056)

alloy. Al-5056 is the most Mg-rich of the non-precipitation-hardenable wrought 5xxx-series Al-

Mg alloys with around 5 wt.% Mg. The alloy also contains minor additions of Mn and Cr, with

Fe, Si and Cu as common impurities. In ex situ TEM studies on the powder, a cellular solidification

microstructure was observed with micro-segregation to, and secondary phase decoration of, the

cell boundaries. A region around a cell boundary was selected for the experiment, and Figure 5.7(a)

is a series of X-ray maps acquired from this region. These maps reveal micro-segregation of Mg

to the cell boundary, and two types of secondary phase: one Mg-rich and the other Fe-rich.

Unambiguous identification of these phases is complicated by contributions from the thick

surrounding Al matrix, but analyses of the EDXS data indicate that both types are probably

silicides, with the former being an Mg-Si compound and the latter being a more complex Al-Fe-

Mg-Si compound. In the in situ experiment, the specimen was heated to a set-point temperature of

450 ˚C and then held at this temperature for 79 min before being cooled rapidly to 30 ˚C. Figure

5.7(b) is a selection of HAADF images from the stack acquired during the experiment. In the first

image, taken before the ramp, the Mg-rich phase appears darker than the matrix and the Fe-rich

phase appears brighter; one example of each is indicated by the white and the yellow arrows,

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respectively. Upon heating, the Mg-rich phase began to dissolve into the matrix at around 300 ˚C,

and had been eliminated completely by the time the specimen reached the setpoint temperature of

450 ˚C. During the isothermal hold, dislocations swept across the field of view and were pinned at

the Fe-rich phase. Thereafter, the Fe-rich phase showed evidence of coarsening, with the smallest

Fe-rich region being eliminated by the end of the experiment. The kinetics of this process are

presumably affected by the dislocations. Previous studies have shown that dislocations pinned by

solute clusters at high temperatures significantly enhance solute diffusion in comparison with

diffusion through the bulk [166]. The X-ray maps acquired from this region after the experiment

(Figure 5.7(c)) showed that significant chemical redistribution had occurred. In addition to the

dissolution of the Mg-Si phase, the micro-segregation of Mg had been eliminated, and the Mg in

the Fe-rich phase had been replaced by Mn and Cr (i.e. the phase had transformed into an Al-Fe-

Mn-Cr-Si compound).

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Figure 5.7: Data from a cell boundary in an Al-5056 powder particle: (a) X-ray intensity maps

from the ROI before heating; (b) sequence of HAADF-STEM images acquired during the in situ

heating experiment (79 min at 450˚C) – time stamps indicate the duration at the setpoint

temperature; (c) X-ray intensity maps from the ROI after the experiment. The scale bars on all

images and maps correspond to 400 nm.

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5.4.2. Thermally Activated Processes in Al-Mg-Si Alloys

Next, in situ heating experiments were performed on a GA particle of an Al-Mg-Si

(Al6061) alloy. Al-6061 is the most widely used of the precipitation-hardenable wrought 6xxx-

series alloys. The alloy contains 0.8-1.2 wt.% Mg and 0.4-0.8% Si, plus minor additions of Cu, Cr

and Mn, with Fe, Zn and Ti as common impurities. Here again, the as-atomized powder exhibits a

cellular solidification microstructure [137], but in this case the volume fraction of the secondary

phases is higher, and these tend to form continuous films along the cell boundaries, which are

composed of alternating regions of Mg-rich and Fe-rich metastable silicide phases [167]. The ROI

that has been selected corresponds to the junction of several cell boundaries, some of which

coincide with grain boundaries in the particle. The X-ray maps acquired before the heating

experiment (Figure 5.8(a)) reveal a fine complex microstructure at the boundary junction with

separate Mg-rich, Fe-rich and Cu-rich phases. There is also an enhancement in the Si content in

the former two phases, as expected from previous studies, but there is no evidence for segregation

of Mn or Cr. In the in situ experiment, the specimen was heated to a set-point temperature of 550

˚C and held at this temperature for 124 min (Figure 5.8(b)). During the heating sequence there are

subtle changes in the HAADF image contrast showing that fine equiaxed secondary phases had

developed at the boundaries. More profound changes occurred during the isothermal hold, with

the dissolution of some phases, the nucleation and coarsening of others, and thermal grooving of

the sample along the grain boundaries. The X-ray maps acquired after the heating experiment

(Figure 5.3(c)) reveal that the Mg-rich and Cu-rich phases have dissolved, and analyses of the

EDXS data indicate the coarse secondary phases that remain are an Al-Fe-Mn-Cr-Si compound.

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Figure 5.8: Data from a junction of cell boundaries in an Al-6061 powder particle: (a) X-ray

intensity maps from the ROI before heating; (b) sequence of HAADF-STEM images acquired

during the in situ heating experiment (124 min at 550˚C) – time stamps indicate the duration at the

setpoint temperature; (c) X-ray intensity maps from the ROI after the experiment. The scale bars

on all images and maps correspond to 500 nm.

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5.4.3. Thermally Activated Processes in Al-Cr-Mn-Co-Zr Alloys

The third example is from an experiment on an Al-Cr-Mn-Co-Zr alloy that exhibits a nano-

composite mixture of Al grains and icosahedral quasi-crystalline phase (I-phase) dispersoids in the

gas-atomized powder. This microstructure is retained during consolidation of the powder to form

bulk material or GDCS coatings, and the materials exhibit a remarkable combination of

mechanical properties and pitting corrosion resistance [168-170]. The microstructure of the

powder was significantly more uniform than those of the Al5056 and Al6061 powders, and a

representative area from the center of a particle was selected as the ROI. The X-ray maps from

before the heating experiment (Figure 5.9(a)) show that the I-phase dispersoids are about 400 nm

in diameter, and are enriched in Mn, Cr and Co. There is also a small amount of a Co-rich phase

(identified previously as Al9Co2) at the grain and phase boundaries. There is no evidence for

segregation or partitioning of Zr. For the in situ experiment, the specimen was heated to 500 ˚C

and held for 31 min (Figure 5.9(b)). No microstructural changes were observed in the HAADF

images during the heating of the sample, but during the isothermal hold the I-phase dispersoids

developed bright protrusions, and the Co-rich phase at the grain and phase boundaries appeared to

coarsen. This is consistent with the X-ray maps obtained after the heating experiment (Figure

5.9(c)). The regions corresponding to the I-phase in the initial microstructure were depleted in Co,

and these were instead surrounded by Co-rich protrusions. This suggests that ejection of Co is the

critical step in the decomposition of the metastable I-phase to equilibrium crystalline

approximants. Additionally, there are fine regions, which are enriched in Zr, both within the

dispersoids and in the Al matrix; this possibly corresponds to the precipitation of Al3Zr.

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Figure 5.9: Data from a typical region of the microstructure in an Al-Cr-Mn-Co-Zr alloy. (a) X-

ray intensity maps from the ROI before heating; (b) sequence of HAADF-STEM images acquired

during the in situ heating experiment (31 min at 500˚C) – time stamps indicate the duration at the

setpoint temperature; (c) X-ray intensity maps from the ROI after the experiment. The scale bars

on all images and maps correspond to 500 nm.

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5.5 Conclusions

The experiments described here demonstrate the ability to capture the dynamics of a wide

variety of thermally activated processes with individual gas atomized powder particles. These

processes include: solute redistribution; dissolution, coarsening and transformation/decomposition

of secondary phases; and precipitation. As discussed in the next chapter further work is underway

to identify the metastable secondary phases and the details of the processes in each of the three Al

alloy systems considered here, but the preliminary proof of principle observations presented in this

report illustrate how in situ TEM heating experiments can be used to provide a useful insight into

important processes in different types of alloys. Thus, in solid-solution-strengthened alloys one

can study the ways in which micro-segregation is eliminated and the character of any secondary

phases develops. For precipitation-hardenable alloys, one can also investigate solutionization, and

the subsequent precipitation of the strengthening phases. In dispersion-hardened systems, the

morphological and phase stability of the dispersed phases can be revealed. As with all in situ

experiments, it is important to be aware of potential artefacts which may cause discrepancies

between the experimental observations and the processes which occur under the same thermal

conditions, ex situ. In the previous chapter, the effects of beam heating were found to be negligible

in specimens when their thermal conductivity is high [171]. The other main source of artefacts is

surface effects; for heating experiments this usually corresponds to more rapid mass transport

across the specimen surface than through the bulk, which can lead to processes that are not

representative of the ex situ behavior. In this regard, Al alloys are particularly well suited for

experiments of this type, since most of the alloying and impurity elements diffuse more slowly in

the Al lattice than the self-diffusion of Al. This mostly gives representative processes in the in situ

experiments, although even here surface artefacts such as grain boundary grooving are observed

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at the highest temperatures and longest exposure times. With these caveats in mind, and careful

correlation of the in situ observations with ex situ control experiments, studies of this type can

serve as useful input to the design of thermal processing routes for materials produced using gas

atomized powders.

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CHAPTER 6

6. Summary & Future Work

6.1 Summary

In this thesis, the experimental framework for the study of thermally activated processes in

site-selective specimens using MEMS-based heating holders inside the TEM has been developed.

Two contemporary issues that affect the reliable interpretation of MEMS-based in situ heating

experiments in the TEM were addressed: 1) measurement of temperature and 2) specimen

preparation transfer onto a MEMS chip. In the third part of this thesis, the potential of the in situ

TEM approach to study solid-state transformations in metastable alloy microstructures was

explored. After a systematic investigation of these issues in the previous chapters, the key findings

of this thesis are summarized in this section.

The temperature of the specimen experienced on a MEMS-based microheater device was

measured accurately at high spatial resolution. The isothermal sublimation of PVP-capped Ag NCs

inside a TEM was used to measure temperature of a specimen at high spatial resolution by applying

the Kelvin equation. This approach allows the temperature of the specimen to be measured

reproducibly with a precision of ± 5 ⁰C. This study revealed that the measured temperature of the

amorphous silicon nitride membrane beneath the Ag-NC was lower than the apparent temperature

of the microheater hot plate. The temperature drop observed at the window is attributed to the low

thermal conductivity of the amorphous silicon nitride membrane. It was found that issues such as

the effect of electron beam heating, the presence of a capping layer around the Ag-NC, and the

presence of a different specimen type on the measured temperature could be mitigated if the

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experimental parameters are selected carefully. Furthermore, the temperatures measured at

different windows on the same chip and/or different chips were found to be highly reproducible

and showed minimal variation. The only limitation of this approach is that temperature can only

be measured within a narrow range of temperature (700-850 ⁰C).

A protocol to prepare site-selective specimens and transfer it onto a MEMS-chip using a

dual beam FIB-SEM has been developed. The procedure utilizes a specimen geometry that ensures

mechanical stability and maximizes the contact area between the specimen and microheater

surface. A custom-designed FIB-stage block was used to place the electron transparent specimen

precisely over the desired window on the MEMS-chip. The viability of this approach to prepare

high quality cross-sectional specimens from bulk samples for in situ heating experiments inside

the TEM was demonstrated.

This thesis culminates with a series of studies that demonstrate the use of the FIB-specimen

preparation protocol to prepare cross-sectional specimens from individual gas-atomized powders.

Preliminary in situ TEM studies were performed on three different Al-alloy systems to highlight

the range of thermally activated phenomena that could be studied using this approach. In situ

STEM heating experiments on cross-sectional specimens from gas-atomized Al-Mg, Al-Mg-Si

and Al-Mn-Cr-Co-Zr alloys revealed the details of several important solid-state processes.

For the Al-Mg alloy, the in situ observations revealed that the Mg in the matrix begins to

dissolve at around 300 ⁰C and goes into solution, eliminating the micro-segregation of Mg in the

as-atomized microstructure. The X-ray maps obtained from the region of observation revealed that

Fe-rich phase in the as-atomized microstructure transformed to an Al-Fe-Mn-Cr-Si phase; the Mg

present initially in this phase is replaced by Mn and Cr. A qualitative assessment of the mechanism

suggests that the transformation is a combination of volume diffusion and dislocation mediated

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‘pipe’ diffusion. The in situ observations on the precipitation hardenable Al-Mg-Si alloy heated to

550 ⁰C revealed the following solid – state processes observed during the solutionizing treatment.

The Mg-rich and the Cu-rich phases present along the cell boundaries in the as-atomized

microstructure dissolve into the Al-matrix. The coarse Fe-rich phase, which contained no Mn or

Cr in the as-atomized condition remained at the cell boundary and formed an Al-Fe-Mn-Cr-Si

compound. The primary metastable phase transformed to fine equiaxed structures during the ramp

phase of the experiment, and later on other processes such as dissolution of some phases,

nucleation and coarsening of the secondary phases were observed. In the Al-Mn-Cr-Co-Zr alloy,

the thermal stability of the icosahedral dispersoid phase was investigated. This dispersoid was

initially rich in Mn, Co and Cr, but decomposed to a Co-lean phase with Co-rich protrusions

surrounding it. The in situ observations revealed that the ejection of Co is critical step in the

decomposition of the I-phase to more stable crystalline phases.

In summary, in situ heating investigations on gas-atomized powders are a useful approach

to extract information about solid-state processes that can guide metallurgists to design better

processing routes for gas atomized powders. However, as mentioned previously, more work is

needed to develop a comprehensive understanding of the thermally activated phenomena in gas

atomized Al-alloy systems.

6.2. Future Work

Temperature calibration of the MEMS-based heating holder using isothermal sublimation

of Ag nanocubes has been performed for a narrow range of temperatures (700-850⁰C). The use of

this approach to measure temperatures > 850⁰C is limited by the fact that sublimation of Ag

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proceeds rapidly and the uncertainty in the measured temperature is larger. This approach is not

practical for temperatures < 700 ⁰C because the sublimation times for Ag would be significantly

longer than a normal TEM session (~4 h). However, this issue could be overcome by using

nanoparticles of other elements whose vapor pressures are appropriate for sublimation to occur

inside a TEM. For example, in situ sublimation experiments on metallic nanoparticles of Au and

Mg could be used for temperature calibration at higher and lower set point temperatures,

respectively. Furthermore, elements such as Co, Ca and Cd are also potential candidates for in situ

sublimation experiments in the TEM. The viability of these experiments is contingent on being

able to synthesize monodisperse nanoparticles of these elements.

As mentioned in the earlier section, the in situ heating experiments presented in chapter 5

are ‘proof of principle’ experiments that demonstrate the range of thermally activated phenomena

that could be studied in different gas atomized Al-alloy systems. Further work is needed to

understand the detailed kinetics and mechanisms of the different thermally activated processes in

each of the three Al-alloy systems. The recommendations for future work on the three gas atomized

Al alloys are provided below.

Gas-atomized alloy microstructures are radically different from those produced by

conventional processing techniques, and therefore systematic ex situ investigation of the phases

formed in the gas atomized alloys is necessary for understanding thermally activated processes in

these alloys. Thermal analyses of the gas atomized powders via differential scanning calorimetry

(DSC) would indicate the temperature ranges over which the different thermally activated

processes occur in these alloys. Data from the DSC experiments would provide vital information

to guide the design of in situ TEM studies. Additionally, Kissinger analysis of the DSC data from

gas atomized alloy powders would provide the activation energies of the different thermally

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125

activated processes observed in each alloy. The combination of structural and chemical data

obtained from ex situ TEM experiments, dynamic observations of structural and chemical changes

during in situ TEM experiments, and activation energies from DSC experiments would help us

understand the different rate limiting steps responsible for the thermally activated processes that

occur in gas atomized powder microstructures.

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126

References

1. E.P. Butler, In situ experiments in the transmission electron microscope, Rep. Prog. Phys.,

42 (1979) 833-889.

https://doi.org/10.1088/0034-4885/42/5/002

2. K. Jungjohann, C.B. Carter, In situ and operando, in: Carter, C.B. & Williams, D.B. (Eds.),

Transmission Electron Microscopy: Diffraction Imaging and Spectrometry, Berlin,

Heidelberg and New York: Springer, 2016, pp 17–80.

https://doi.org/10.1007/978-3-319-26651-0_2

3. R. Sinclair, Studies of material reactions by in situ high resolution electron microscopy,

MRS Bullet., 19 (1994) 26-31.

https://doi.org/10.1557/S088376940003671X

4. J.F. Creemer, S. Helveg, G.H. Hoveling, S.Ullmann, A.M. Molenbroek, P.M. Sarro,

H.W. Zandbergen, Atomic-scale electron microscopy at ambient pressure,

Ultramicroscopy, 108 (2008) 993-998.

5. N. de Jonge, F.M. Ross, Electron microscopy of specimens in liquids, Nat. Nanotech.,

6 (2011) 695-704.

https://doi.org/10.1038/nnano.2011.161

6. J. Mayer, K. Urban, Observation of Ni8Mo ordered phase in Ni-Mo alloys, Phys. Stat.

Sol. (a), 90 (1985) 469-475.

https://doi.org/10.1002/pssa.2210900209

7. T.C. Lee, I.M. Robertson, H.K. Birnbaum, TEM in situ deformation study of the

interaction of lattice dislocation with grain boundaries of metals, Phil. Mag. A, 62

(1990) 131-153.

https://doi.org/10.1080/01418619008244340

8. M. Rudneva, B. Gao, F. Prins, Q. Xu, H.S.J van der Zant, H.W. Zandbergen, In situ

electron microscopy imaging of electromigration in platinum nanowires, Microsc.

Microanal., 19 (2013) 43-48

https://doi.org/10.1017/S1431927613012300

9. C. R. Winkler, A. R. Damodharan, J. Karthik, L.W. Martin, M. L. Taheri, Direct

observation of ferroelectric domain switching in varying electric field regimes using in situ

TEM, Micron, 43 (2012) 1121-1126.

https://doi.org/10.1016/j.micron.2012.02.009

10. D. T. Ngo, L.T. Kuhn, In situ transmission electron microscopy for magnetic

nanostructures, Adv. Nat. Sci.: Nanosci. Nanotechnol. 7 (2016) 045001-16

https://doi.org/10.1088/2043-6262/7/4/045001

11. F. Cavalca, A. B. Laursen, B.E. Kardynal, R.E. Dunin-Borokowski, S Dahl, J.B. Wagner,

T.W. Hansen, In situ transmission electron microscopy light-induced photocatalytic

reactions, Nanotech., 23 (2012) 075705:1-6

https://doi.org/10.1088/0957-4484/23/7/075705

12. J. R. Jinschek, Advances in the environmental transmission electron microscope (ETEM)

for nanoscale, Chem. Commun., 50 (2014) 2696-2706.

https://doi.org/10.1039/c3cc49092k

13. V. Ortalan, A. Zewail, 4D Scanning transmission electron microscopy: single particle

imaging and spectroscopy, J Am. Chem. Soc., 133 (2011) 10732-10735.

https://doi.org/10.1021/ja203821y

Page 144: In Situ Investigation of Thermally Activated Processes ...

127

14. J.M. Howe, H. Saka, In situ transmission electron microscopy studies of the solid-liquid

interface, MRS Bullet., 29 (2004) 951-957

https://doi.org/10.1557/mrs2004.266

15. F.M. Ross, In situ transmission electron microscopy, in: P.W. Hawkes, J.C.H. Spence

(Eds.), Science of Microscopy, New York: Springer, 2007, pp 445-534.

https://doi.org/10.1007/978-0-387-49762-4_6

16. P.J. Ferreira, K. Mitsuishi, E.A. Stach, In situ transmission electron microscopy, MRS

Bullet., 33 (2008) 83-90.

https://doi.org/10.1557/mrs2008.20

17. R. Sinclair, In situ high resolution transmission electron microscopy of material reactions,

MRS Bullet., 38 (2013) 1065-1071

https://doi.org/10.1557/mrs.2013.285

18. S.J. Pennycook, D.E. Jesson, High-resolution Z-contrast imaging of crystals,

Ultramicroscopy, 37 (1991) 14-38

https://doi.org/10.1016/0304-3991(91)90004-P

19. P.B. Hirsch, R.W. Horne, M.J. Whelan, Direct Observations of the arrangement and motion

of dislocations in Al, Phil. Mag., 86 (2006) 4553-4572 (Reprint of original article published

in 1956)

http://dx.doi.org/10.1080/14786430600844674

20. E.P. Butler, P.R. Swann, In situ observations of the nucleation and growth of ordering in

Mg3Cd, Scr. Metall., 9 (1975) 9-14.

https://doi.org/10.1016/0036-9748(75)90137-4

21. H. Hashimoto, Y. Takai, Y. Yokota, H. Endoh, E. Fukada, Direct observations of the

arrangement of atoms around stacking faults and twins in gold crystals and the movement

of atoms accompanying their formation and disappearance, Jap. J. Appl. Phys., 19 (1980)

L1-4.

https://doi.org/10.1143/JJAP.19.L1

22. S.B. Fisher, K.R. Williams, Irradiation enhanced precipitation in stainless steel, Phil. Mag.,

25 (1972) 371-380.

https://doi.org/10.1080/14786437208226811

23. P. Schlossmacher, D.O. Klenov, B. Freitag, H.S. von Harrach, Enhanced detection

sensitivity with a new windowless XEDS system for AEM based on silicon drift detector

technology, Microsc. Microanal., 18 (2010) 14-20

https://doi.org/10.1017/S1551929510000404

24. L. Mele, S. Konings, P. Dona, F. Evertz, C. Mitterbauer, P. Faber, R. Schampers, J.R.

Jinschek, A MEMS-based heating holder for the direct imaging of simultaneous in-situ

heating and biasing experiments in scanning/transmission electron microscopes, Microsc.

Res. Tech. 79 (2016) 239–250.

http://dx.doi.org/10.1002/jemt.22623

25. R.F. Egerton, Control of radiation damage in the TEM, Ultramicroscopy, 127 (2013)

100-108.

http://dx.doi.org/10.1016/j.ultramic.2012.07.006

26. S.B. Fisher, On the temperature rise in electron irradiated foils, Radiat. Eff. Defects Solids,

5 (1970) 239-243.

https://doi.org/10.1080/00337577008235027

Page 145: In Situ Investigation of Thermally Activated Processes ...

128

27. D.D. Thornburg, C.M. Wayman, Specimen temperature increases during transmission

electron microscopy, Phys. Status Solidi A, 15 (1973) 449-453.

https://doi.org/10.1002/pssa.2210150209

28. S. Kritzinger, E. Ronander, Local beam heating in metallic electron microscope

specimens, J. Micorsc., 102 (1974) 117-124.

https://doi.org/10.1111/j.1365-2818.1974.tb03973.x

29. M. Fukamachi, T. Kikuchi, Application of the critical voltage effect to the measurement

of temperature increase of metal foils during the observation with high voltage electron

microscope, Japan J. Appl. Phys., 14 (1975) 587-588.

30. R.F. Egerton, P. Li, M. Malac, Radiation damage in the TEM and SEM, Micron, 35

(2004) 399-409.

https://doi.org/10.1016/j.micron.2004.02.003

31. K. Kanaya, The temperature distribution of specimens on thin substrates supported over a

circular opening in the electron microscope, J. Electron Microsc., 3 (1955) 1-8.

https://doi.org/10.1093/oxfordjournals.jmicro.a050851

32. A. Gryaznov, A.M. Kaprelov, A.Y. Belov, Real temperature of nanoparticles in electron

microscope beams, Phil. Mag. Lett., 63 (1991) 275-279.

https://doi.org/10.1080/09500839108214655

33. M.A. Asoro, D. Kovar, P.J. Ferreira, In situ transmission electron microscopy observations

of sublimation in silver nanoparticles, ACS Nano, 9 (2013) 7844-7852.

https://doi.org/10.1021/nn402771j

34. N. Petkov, In situ real-time TEM reveals growth, transformation and function in one-

dimensional nanoscale materials: from a nanotechnology perspective, Vol. 2013 (2013) 1-

21.

http://dx.doi.org/10.1155/2013/893060

35. A.Casu, E. Sogne, A. Genovese, C De Benedetto, S.L. Mozo, E. Zuddas, F. Pagliari, A.

Falqui, The new youth of in situ transmission electron microscopy, in: S.G. Stanciu (Edr.),

Microscopy and Analysis, Intech Open, 2016, 223-266.

http://dx.doi.org/10.5772/63269

36. G. Thomas, M.J. Whelan, Observations of precipitation in thin foils of aluminium +4%

copper alloy, Phil. Mag., 6 (1961) 1103-1114.

http://dx.doi.org/10.1080/14786436108239672

37. J.A. Hren, G. Thomas, Direct observations of precipitation in thin foils of Al-20% Ag,

Trans. Met. Soc. AIME, 227 (1963) 308.

38. E.P. Butler, P.R. Swann, In situ observations of the nucleation and initial growth of grain

boundary precipitates in an Al-Zn-Mg alloy, Acta Metall., 24 (1976) 342-352.

https://doi.org/10.1016/0001-6160(76)90009-2

39. C. Laird, H.I. Aaronson, Mechanisms of formation of θ and dissolution of θ’ precipitates

in an Al-4% Cu alloy, Acta Metall., 14 (1966) 171-185.

https://doi.org/10.1016/0001-6160(66)90298-7

40. Please refer the reference article [1] and the reference therein: Butler (1976)

41. C. Liu, S.K. Malladi, Q. Xu, J. Chen, F.D. Tichellar, X. Zhuge, H.W. Zandbergen, In situ

STEM imaging of growth and phase change of individual CuAlx precipitates in Al-alloy,

Sci. Rep., 7 (2017) 2184: 1-8

https://doi.org/10.1038/s41598-017-02081-9

Page 146: In Situ Investigation of Thermally Activated Processes ...

129

42. E.P. Butler, V.Ramaswamy, P.R. Swann, In situ Observation of cellular precipitation in an

Al-28 at% Zn alloy by high voltage electron microscopy, Acta Metall., 21 (1973) 517-524.

https://doi.org/10.1016/0001-6160(73)90210-1

43. Please refer the reference article [1] and the reference therein: Swann (1974)

44. C. Hitzenberger, H.P. Karnthaler, A. Korner, In situ TEM study of the h.c.p. to f.c.c.

martensitic phase transformation in Co-Ni single crystals, Acta Metall., 36 (1988) 2719-2728.

https://doi.org/10.1016/0001-6160(88)90118-6

45. J. Wu, J.M. Howe, W.Z. Zhang, An in situ transmission electron microscopy study of

interface growth during martensitic transformation in an Fe–Ni–Mn alloy, Acta Mater., 59

(2011) 3297-3003.

https://doi.org/10.1016/j.actamat.2011.02.003

46. G.Baro, J.H. Perpezko, T.B. Massalski, Electron microscope observations of the β→ζ

phase transformation in the Ag-Al system, Mat. Sci. Eng., 22 (1976) 171-176.

https://doi.org/10.1016/0025-5416(76)90150-6

47. G. Baro, H. Gleiter, On the structure and migration of incoherent interphase boundaries

between FCC and BCC crystals, Acta Metall., 22 (1974) 141-143

https://doi.org/10.1016/0001-6160(74)90003-0

48. M. Nemoto, In situ observation of cementite dissolution in steel, J. Microsc., 97 (1973)

239-247.

https://doi.org/10.1111/j.1365-2818.1973.tb03778.x

49. D.W. Pashley and A.E.B. Presland, The observation of anti-phase boundaries during the

transition from CuAuI to CuAuII, J. Inst. Met., 87 (1958-59) 419-428.

50. H.C. Tong, C.M. Wayman, Order-disorder transformations in AuCu thin films, Acta

Metall., 21 (1973) 1381-1396.

https://doi.org/10.1016/0001-6160(73)90088-6

51. J. Bonneaux, M. Guymont, Study of the order-disorder transition series in AuCu by in-situ

temperature electron microscopy, Intermetallics, 7 (1999) 798-805.

https://doi.org/10.1016/S0966-9795(98)00128-9

52. E.P. Butler, P.R. Swann, In situ observations of the nucleation and growth of ordering in

Mg3Cd, Scr. Metall. 9 (1975) 9-14.

https://doi.org/10.1016/0036-9748(75)90137-4

53. R. Sinclair, M.A. Parker, High resolution transmission electron microscopy of silicon

regrowth at controlled elevated temperatures, Nature 322, (1986) 531 – 533.

https://doi.org/10.1038/322531a0

54. B. J. Kooi, W.M.G. Groot, J. Th. M. De Hosson, In situ transmission electron microscopy

of the crystallization Ge2Sb2Te5, 95 (2004) 924-932.

http://dx.doi.org/10.1063/1.1636259

55. K. Berlin, A. Trampert, Phase stability and anisotropic sublimation of Cubic Ge-Sb-Te

alloy observed with in situ transmission electron microscopy, J. Phys. Chem. C, 122 (2018)

2968-2974.

https://dpi.org/10.1021/acs.jpcc.7b09855

56. R.-M. Keller, W. Sigle, S.P. Baker, O. Kraft, and E. Arzt, In situ TEM investigation during

thermal cycling of thin copper films. in Mat. Res. Soc. Symp. Proc., 436 (1997) 221–226.

57. S. Simoes, R. Calinas, M.T. Vieira, M.F. Vieira, P.J. Ferreira, In situ TEM study of grain

growth in nanocrystalline copper thin films, Nanotech., 21 (2010) 145701:1-13

https://doi.org/10.1088/0957-4484/21/14/145701

Page 147: In Situ Investigation of Thermally Activated Processes ...

130

58. R.Dannenberg, E.A. Stach, J.R. Gronza, B.J. Dresser, TEM annealing study of normal

grain growth in silver thin films, Thin Solid Films, 379 (2000) 133-138

https://doi.org/10.1016/S0040-6090(00)01570-4

59. R.M. Keller-Flaig, M.Legros, W.Sigle, A. Gouldstone, K.J. Hemker, S. Suresh, E. Arzt, In

situ transmission electron microscopy investigation of threading dislocation motion in

passivated thin aluminum films, J. Mater. Res., 14 (1999) 4673-4676.

https://doi.org/10.1557/JMR.1999.0632

60. R.C. Hugo, R.G. Hoagland, Ga penetration of aluminum: in situ TEM observation at the

penetration front, Scr. Mater., 44 (1999) 1341-1346.

https://doi.org/10.1016/S1359-6462(99)00293-6

61. H.Tanaka, T.J. Konno, R. Sinclair, Interfacial reactions in Zr-Si system studied by in situ

transmission electron microscopy, J. Appl. Phys., 78 (1995) 4982-4987.

62. H. Tanaka, N. Hirashita and R. Sinclair, In situ observation of the C49-to-C54 phase

transformation in TiSi2 thin films by transmission electron microscopy, J. Jap. Appl. Phys.,

35 (1996) L479-L481.

63. M.V. Sidorov, B. Kardynal, D.J. Smith, In situ transmission electron microscopy

observations of silicidation processes for cobalt thin films deposited on silicon, Microsc.

Microanal., 4 (1998) 317-324.

64. R. Sinclair, T. Yamashita, F. A. Ponce, Atomic motion on the surface of cadmium telluride

single crystal, Nature, 290 (1981) 386-388

https://doi.org/10.1038/290386a0

65. R. Sinclair, F.A. Ponce, T.Yamashita, D.J. Smith, R.A. Camps, L.A. Freeman, S.J.

Erasmus, W.C. Nixon, K.C.A. Smith, C.J.D. Catto, Dynamic observation of defect

annealing in CdTe at lattice resolution, Nature, 298 (1982) 127-131

https://doi.org/10.1038/298127a0

66. R. Wallenberg, J-O. Bovin, D.J. Smith, Atomic hopping on small gold particles imaged by

high resolution electron microscopy, Sci. Nat., 72 (1985) 539-541

https://doi.org/10.1007/BF00367601

67. J.R. Sambles, L.M. Skinner, N.D. Lisgarten, An electron microscope study of evaporating

small particles: the Kelvin equation for liquid lead and the mean surface energy of solid

silver, Proc. Roy. Soc. Lond. A. 318 (1970) 507-522.

http://www.jstor.org/stable/77552

68. J. Silcox, M.J. Whelan, Direct observations of the annealing of prismatic dislocation

loops and of climb dislocations in quenched aluminium, Phil. Mag., 5 (1960) 1-23.

http://dx.doi.org/10.1080/14786436008241196

69. D.B. Williams, C.B. Carter, Pumps and Holders, in, D.B. Williams & C.B. Carter,

Transmission Electron Microscopy, Part 1: Basics, New York, Springer 2009 pp. 127-138.

https://doi.org/10.1007/978-0-387-76501-3

70. H. Saka, In situ high resolution of solid-solid, solid-liquid and solid-gas reactions, in: F.

Banhart (Edr.), In Situ Electron Microscopy at High Resolution, New Jersey World

Scientific 2008 pp. 49-114.

https://doi.org/10.1142/6792

71. X.F. Zhang, In situ transmission electron microscopy, in: A. Ziegler, H. Graafsma, X.F.

Zhang, J.W.M. Frenken, In Situ Materials Characterization Across Spatial and Temporal

Scales, Heidelberg, New York, Doedrecht, London, Springer 20 pp. 59-110.

https://doi.org/10.1007/978-3-642-45152-2

Page 148: In Situ Investigation of Thermally Activated Processes ...

131

72. M.A. Verheijen, J. J. T. M. Donkers, J. F. P. Thomassen, J. J. van den Broek, R. A. F. Van

der Rijt, M.J. J. Dona, C. M. Smit, Transmission electron microscopy specimen holder for

simultaneous in situ heating and electrical resistance measurements. Rev. Sci. Instr., 75

(2004) 426-429.

https://doi.org/10.1063/1.1611616

73. T. Aoyama, K. Hosoi, Y. Misawa, K. Kimoto, S. Isakozawa, K. Ueda, (1994) United State

Patent US5367171A, United States Patent Office.

74. In situ heating holders, Gatan 628 and 652 heating holder datasheets,

http://www.gatan.com/products/tem-specimen-holders/heating-situ-holders

75. Z. Zhang, D. Su, Behavior of TEM metal grids during in situ heating experiments,

Ultramicrosopy, 109 (2009) 766-774.

https://doi.org/10.1016/j.ultramic.2009.01.015

76. M. Cesaria, A. Taurino, M. Catalano, A.P. Caricato, M. Martino, Edge melting: nanocscale

key-mechanism to explain nanoparticle formation from heated TEM grids, Appl. Surf. Sci.,

365 (2016) 191-201.

http://dx.doi.org/10.1016/j.apsusc.2016.01.023

77. T. Kamino, H.Saka, A newly developed high resolution hot stage and its application to

materials characterization, Microsc. Microanal. Microstruc. 4 (1993) 127-135.

78. T. Kamino, T. Yaguchi, T. Sato, T. Hashimoto, Develpoment of a technique for high

resolution electron microscopic observation of nano-materials at elevated temperatures, J.

Microsc., 54 (2005) 505-508.

https://doi.org/10.1093/jmicro/dfi072

79. J.T. van Omme, M. Zhakozheva, R.G. Spruit, M. Sholkina, H. H. Perez-Garza, Advanced

microheater for in situ transmission electron microscopy; enabling unexplored analytical

studies and extreme spatial stability, Ultramicroscopy, 192 (2018), 14-20.

https://doi.org/10.1016/j.ultramic.2018.05.005

80. L.F. Allard, W.C. Bigelow, M. Jose-Yacaman, D.P. Nackashi, J. Damiano, S.E. Mick, A

New MEMS-Based, System for ultra-high-resolution imaging at elevated temperatures,

Microsc. Res. Tech. 72 (2009) 208–215.

http://dx.doi.org/10.1002/jemt.20673

81. H.H. Perez-Garza, D. Morsink, J. Xu, M. Sholkina, Y. Pivak, M. Pen, S. van Weperen, Q.

Xu, The ‘Climate’ system: Nano-reactor for in situ analysis of solid-gas interactions inside

the TEM, Proc. IEEE 11th Annu. Int. Conf. Nano/Micro Eng. Mol. Syst. (NEMS) (2016),

85-90.

http://doi.org/10.1109/NEMS.2016.7758206

82. R.G. Spruit, J.T. van Omme, M.K. Ghatkesar, H.H. Perez-Garza, A review on development

and optimization of microheaters for high temperature in situ studies, J. Microelectromech.

Syst., 26 (2017) 1165-1182.

https://doi.org/10.1109/JMEMS.2017.2757402

83. M.L. Taheri, E.A. Stach, I Arslan, P. A. Crozier, B.C. Kabius, T. LaGrange, A.M. Minor,

S. Takeda, M. Tanase, J.B. Wagner, R. Sharma, Current status and future directions for in

situ transmission electron microscopy, Ultramicroscopy, 170 (2016) 86-95

http://dx.doi.org/10.1016/j.ultramic.2016.08.007

84. C.J. Martin, J.D. Boyd, A method for calibrating a specimen heating stage in the electron

microscope, J. Phys. E: Sci. Instrum., 6 (1973) 21-22.

https://doi.org/10.1088/0022-3735/6/1/009

Page 149: In Situ Investigation of Thermally Activated Processes ...

132

85. E.A. Stach, R. Hull, J.C. Bean, K.S. Jones, A. Nejim, In situ studies of the interaction of

dislocations with point defects during annealing of ion implanted Si/SiGe/Si (001)

heterostructures, Microsc. Microanal., 4 (1998) 294-307.

https://doi.org/10.1017/S1431927698980308

86. L.Cseperegi, E.F. Kennedy, T. J. Gallagher, J.W. Mayer, T.W. Sigmon, Reordering of

amorphous layers of Si implanted with 31P,75As, and 11B ions, J. Appl. Phys., 48 (1977)

4234-4240.

https://doi.org/10.1063/1.323408

87. J.A. Roth, G.L. Olson, D.C. Jacobson, J.M. Poate, Kinetics of solid phase epitaxy in thick

amorphous Si layers formed by MeV ion implantation, Appl. Phys. Lett., 57 (1990) 1340-

1342.

88. Y. Gao, Y. Bando, Carbon nanothermometer containing gallium, Nature, 415 (2002) 559.

https://doi.org/10.1038/415599a

89. N.W. Gong, M.Y. Lu, C.Y. Wang, Y. Chen, L.J. Chen, Au (Si)-filled β-Ga2O3 nanotubes

as wide range high temperature nanothermometers, Appl. Phys. Lett., 92 (2008) 073101.

http://dx.doi.org/10.1063/1.2840574

90. G.E. Begtrup, K.G. Ray, B.M. Kessler, T.D. Yuzvinsky, H. Garcia, A. Zettl, Probing

nanoscale solids at thermal extremes, Phys. Rev. Lett., 99 (2007) 155901.

https://doi.org/10.1103/PhysRevLett.99.155901

91. T. Brintlinger, Y. Qi, K.H. Baloch, D. Goldhaber-Gordon, J. Cumings, Electron thermal

microscopy, Nano Lett., 8 (2008) 582-585.

https://doi.org/10.1021/nl0729375

92. T.H. Kim, J.H. Bae, J.W. Lee, K. Shin, J.H. Lee, M.Y. Kim, C.W. Yang, Temperature

calibration of a specimen holder for transmission electron microscopy, Appl. Microsc., 45

(2015) 95-100.

http://dx.doi.org/10.9729/AM.2015.45.2.95

93. C.W. Keep, R.J. Waite, S. Terry, Temperature measurement in controlled atmosphere

electron microscopy, J. Phys. E: Sci. Instrum., 11, (1978) 1002-1004.

https://doi.org/10.1088/0022-3735/11/10/013

94. S.B. Vendelbo, P.J. Kooyman, J.F. Creemer, B. Morana, L. Mele, P. Dona, B.J. Nelissen,

S. Helveg, Method for local temperature measurement in a nanoreactor for in situ high-

resolution electron microscopy, Ultramicroscopy 133 (2013) 72–79.

http://dx.doi.org/10.1016/j.ultramic.2013.04.004

95. M. Mecklenburg, W.A. Hubbard, E.R. White, R. Dhall, S.B. Cronin, S. Aloni, B.C. Regan,

Nanoscale temperature mapping in operating microelectronic devices, Science 347 (2015)

629–632.

http://dx.doi.org/10.1126/science.aaa2433

96. M. Mecklenburg, B. Zutter, B.C. Reagan, Thermometry of silicon nanoparticles, Phys.

Rev. Appl., 9 (2018) 014005:1-7.

https://doi.org/10.1103/PhysRevApplied.9.014005

97. J.C. Idrobo, A.R. Lupini, T. Feng, R.R. Unocic, F.S. Walden, D.S. Gardiner, T.C. Lovejoy,

N. Dellby, S.T. Pantelides, O.L.Krivanek, Temperature measurement by a nanoscale

electron probe using energy gain and loss spectroscopy, Phys. Rev. Lett. 120 (2018)

095901:1-4.

https://doi.org/10.1103/PhysRevLett.120.095901

Page 150: In Situ Investigation of Thermally Activated Processes ...

133

98. M. Picher, S. Mazzucco, S. Blankenship, R. Sharma, Vibrational and optical spectroscopies

integrated with environmental transmission electron microscopy, Ultramicroscopy 150

(2015) 10–15.

http://dx.doi.org/10.1016/j.ultramic.2014.11.023

99. A. Takaoka, K. Ura, Temperature measurement on micro area of specimen in TEM using

thermal diffuse scattering effect, J. Electron Microsc., 39 (1990) 69-70.

https://doi.org/10.1093/oxfordjournals.jmicro.a050779

100. L. He, R. Hull, Quantification of electron–phonon scattering for determination of

temperature variations at high spatial resolution in the transmission electron microscope,

Nanotechnology 23 (2012) 205705.

http://dx.doi.org/10.1088/0957-4484/23/20/205705

101. J.P. Winterstein, P.A. Lin, R. Sharma, Temperature calibration for in situ environmental

transmission electron microscopy experiments, Microsc. Microanal. 21 (2015) 1622 -

1628.

http://dx.doi.org/10.1017/S1431927615015196

102. D.R. Cremons, D.J. Flannigan, Direct in situ thermometry: variations in reciprocal lattice

vector and challenges with the Debye-Waller effect, Ultramicroscopy, 161 (2016) 10-16.

http://dx.doi.org/10.1016/j.ultramic.2015.10.022 103. Y.B. Ji, H.S. Park, Structural and morphological changes of Co nanoparticles Au-10at.%Pd

thin film studied by in situ heating in a transmission electron microscope, Appl. Microsc.,

47 (2017) 208-213.

https://doi.org/10.9729/AM.2017.47.3.208

104. F. Niekiel, S.M. Kraschewski, J. Müller, B. Butz, E. Spiecker, Local temperature

measurement in TEM by parallel beam electron diffraction, Ultramicroscopy 176 (2017)

161–169.

http://dx.doi.org/10.1016/j.ultramic.2016.11.028

105. L. Reimer, R. Christenhuss, J. Ficker, Messung der objekttemperatur im

electronemikroskop mittels electronenbeugung, Naturwissenschaften 47 (1960) 464-464.

https://doi.org/10.1007/BF00638277

106. M.A. Asoro, D. Kovar, P.J. Ferreira, In situ transmission electron microscopy observations

of sublimation in silver nanoparticles, ACS Nano, 9 (2013) 7844-7852.

https://doi.org/10.1021/nn402771j

107. M. Blackman, N.D. Lisgarten, L.M. Skinner, Nature 217 (1968) 1245-1246.

https://doi.org/10.1038/2171245a0

108. C.B. Alcock, V.P. Itkin, M.K. Horrigan, Vapour pressure equations for the metallic

elements: 298–2500K, Can. Metall. Quart. 23 (1984) 309-313.

https://doi.org/10.1179/cmq.1984.23.3.309

109. S. Vijayan, J.R. Jinschek, S. Kujawa, J. Greiser, M. Aindow, Focused ion beam preparation

of specimens for micro-electro-mechanical system-based transmission electron

microscopy heating experiments, Microsc. Microanal., 23 (2017) 708-716.

https://doi.org/10.1017/S1431927617000605

110. C.A. Schneider, W.S. Rasband, K.W. Eliceiri, NIH Image to ImageJ: 25 years of image

analysis, Nature Methods 9 (2012) 67-675.

https://doi.org/10.1038/nmeth.2089

Page 151: In Situ Investigation of Thermally Activated Processes ...

134

111. S. Vijayan, S. Thota, J. Zhao, M. Aindow, In situ TEM heating experiments on PVP-

capped silver nano-cubes, Microsc. Microanal., 22(S3) (2016) 822-823.

https://doi.org/10.1017/S1431927616004967

112. Y. Ding, F. Fan, Z. Tian, Z.L. Wang, Sublimation-induced shape evolution of silver cubes,

Small, 5 (2009) 2812-2815.

https://doi.org/10.1002/smll.200901189

113. L. He, L. Zhang, X. Tan, L. Tang, T. Xu, Y. Zhou, Z. Ren, Y. Wang, C. Teng, L.T. Sun,

J.F. Nie, Surface energy and surface stability of Ag nanocrystals at elevated temperatures

and their dominance in sublimation-induced shape evolution, Small, 13 (2017) 1700743.

https://doi.org/10.1002/smll.201700743

114. Y.K. Du, P. Yang, Z.G. Mou, N.P. Hua, L. Jiang, Thermal decomposition behaviors of

PVP coated platinum nanoparticles, J Appl Polym Sci., 99 (2006) 23-26.

https://doi.org/10.1002/app.21886

115. W. Liu, M. Asheghi, Thermal conductivity measurements of ultra-thin single crystal silicon

layers, J. Heat Transfer, 128 (2006) 75-83.

https://doi.org/10.1115/1.2130403

116. M.T. Alam, M.P. Manoharan, M.A. Haque, C. Muratore, A. Voevodin, Influence of strain

on thermal conductivity of silicon nitride thin films, J. Micromech. Microeng. 22 (2012)

045001-8.

https://doi.org/10.1088/0960-1317/22/4/045001

117. J.R. Sambles, An electron microscope study of evaporating gold particles: the Kelvin

equation for liquid gold and the lowering of the melting point of solid gold particles. Proc.

R. Soc. Lond. A, 324 (1971) 339-351.

https://doi.org/10.1098/rspa.1971.0143

118. Q.Yu, M.M. Mao, Q.J. Li, X.Q. Fu, H. Tian, J.X. Li, S.X. Mao, Z. Zhang, In situ

observations on dislocation controlled sublimation of Mg nanoparticles, Nano Lett., 16

(2016) 1156-1160.

https://doi.org/10.1021/acs.nanolett.5b04439

119. M.A. Van Huis, N.P. Young, G. Pandraud, J.F. Creemer, D. Vanmaekelbergh, A.I.

Kirkland, H.W. Zandbergen, Atomic imaging of phase transitions and morphology

transformations in nanocrystals. Adv. Mater. 21 (2009) 4992–4995.

https://doi.org/10.1002/adma.200902561

120. M. Chi, C. Wang, Y. Lei, G. Wang, D. Li, K.L. More, A. Lupini, L.F. Allard, N.M.

Markovic, V.R. Stamenkovic, Surface faceting and elemental diffusion behavior at atomic

scale for alloy nanoparticles during in situ annealing. Nat. Commun., 6 (2015) 8925.

https://doi.org/10.1038/ncomms9925

121. J.Y. Howe, L.F. Allard, W.C. Bigelow, H. Demers, S.H. Overbury, Understanding catalyst

behavior during in situ heating through simultaneous secondary and transmitted electron

imaging. Nanoscale Res. Lett., 9 (2014) 614.

https://doi.org/10.1186/1556-276X-9-614

122. X. Wang, S.I. Choi, L.T. Roling, M. Luo, C. Ma, L. Zhang, M. Chi, J. Liu, Z. Xie, J.A.

Herron, M. Mavrikakis, Y. Xia, Palladium–platinum core-shell icosahedra with

substantially enhanced activity and durability towards oxygen reduction. Nat. Commun., 6

(2015) 7594.

https://doi.org/10.1038/ncomms8594

Page 152: In Situ Investigation of Thermally Activated Processes ...

135

123. M.T. Janish, W.M. Mook, C.B. Carter, Nucleation of FCC Ta when heating thin films. Scr.

Mater., 96 (2015) 21–24.

https://doi.org/10.1016/j.scriptamat.2014.10.010

124. S. Sohn, Y. Jung, Y. Xie, C. Osuji, J. Schroers, J.J. Cha, Nanoscale size effects in

crystallization of metallic glass nanorods. Nat. Commun., 6 (2015) 8157.

https://doi.org/10.1038/ncomms9157

125. F. Niekiel, M.S. Kraschewski, P. Schweizer, B. Butz, E. Spiecker, Texture evolution and

microstructural changes during solid-state dewetting: A correlative study by

complementary in situ TEM techniques, Acta Mater 115 (2016) 230–241.

https://doi.org/10.1016/j.actamat.2016.05.026

126. X. Zhong, M.G. Burke, S. Schilling, S.J. Haigh, M.A. Kulzick, N.J. Zaluzec, Novel hybrid

sample preparation method for in situ liquid cell TEM analysis, Microsc. Microanal., 20

(2014) 1514–1515.

https://doi.org/10.1017/S1431927616011855

127. X. Zhong, S. Schilling, N.J. Zaluzec, M.G. Burke, Sample preparation methodologies for

in situ liquid and gaseous cell analytical transmission electron microscopy of

electropolished specimens, Microsc. Microanal., 22 (2016) 1350–1359.

https://doi.org/10.1017/S1431927614009301

128. H. Wang, S. Xiao, Q. Xu, T. Zhang, & H.W. Zandbergen, Fast preparation of ultrathin FIB

lamellas for MEMs-based in situ TEM experiments, Mater. Sci. Forum 850 (2016) 722–

727.

https://doi.org/10.4028/www.scientific.net/MSF.850.722

129. M. Duchamp, Q. Xu, & R.E. Dunin-Borkowski, Convenient preparation of high-quality

specimens for annealing experiments in the transmission electron microscope, Microsc.

Microanal., 20 (2014) 1638–1645.

https://doi.org/10.1017/S1431927614013476

130. R. Straubinger, A. Beyer, K. Volz, Preparation and loading process of single crystalline

samples into a gas environmental cell holder for in situ atomic resolution scanning

transmission electron microscopic observation. Microsc. Microanal. 22 (2016) 515–519.

https://doi.org/10.1017/S1431927616000593

131. L.A. Giannuzi, F.A. Stevie, A review of focused ion beam milling techniques for TEM

specimen preparation, Micron, 30 (1999) 197-204.

https://doi.org/10.1016/S0968-4328(99)00005-0

132. M. Canavan, D. Daly, A. Rummel, E. K. McCarthy, C. McCauley, V. Nicolosi, Novel in

situ lamella fabrication technique for in situ TEM, Ultramicroscopy, 190 (2018) 21-29.

https://doi.org/10.1016/j.ultramic.2018.03.024

133. J. Greiser, P. Mullner, E. Arzt, Abnormal growth of ‘giant’ grains in Ag thin films. Acta

Mater. 49 (2001) 1041–1050.

https://doi.org/10.1016/S1359-6454(00)00372-4

134. A.M. Thron, P. Greene, K. Liu, K. Van Benthem, (2014). In situ observations of

equilibrium transitions in Ni-films; agglomeration and impurity effects. Ultramicroscopy

137, 55–65.

https://doi.org/10.1016/j.ultramic.2013.11.004

135. I.E. Anderson, R.S. Figliola, H. Morton, Flow mechanisms in high pressure gas

atomization, Mater. Sci. Eng. A, 148 (1991) 101-114.

Page 153: In Situ Investigation of Thermally Activated Processes ...

136

https://doi.org/10.1016/0921-5093(91)90870-S

136. G.S.E. Antipas, Review of gas atomisation and spray forming phenomenology, Powder

Metall., 56 (2013) 317-330. https://doi.org/10.1179/1743290113Y.0000000057

137. Y.E. Kalay, L.S. Chumbley, I.E. Anderson, & R.E. Napolitano, Characterization of

Hypereutectic Al-Si Powders Solidified under Far-From Equilibrium Conditions Metall.

& Mater. Trans. A, 38A (2007) 1452 -1457.

https://doi.org/10.1007/s11661-007-9168-8

138. A. Zambon, B. Badan, A.F. Norman, A.L. Greer, E. Ramous, Development of

solidification microstructures in atomized Fe-Ni alloy droplets Mater. Sci. Eng. A, 226-

228 (1997) 119-123.

https://doi.org/10.1016/S0921-5093(96)10603-1

139. D.D. Gu, W. Meiners, K. Wissenbach, & R. Poprawe, Laser additive manufacturing of

metallic components: materials, processes and mechanisms, Intl. Mater. Rev., 57 (2012)

133-164.

https://doi.org/10.1179/1743280411Y.0000000014

140. D. Herzog, V.Seyda, E.Wycisk, C.Emmelmann, Additive manufacturing of metals, Acta

Mater., 117 (2016) 371-392.

http://dx.doi.org/10.1016/j.actamat.2016.07.019

141. T. DebRoy, H.L. Wei, J.S. Zuback, T. Mukherjee, J.W. Elmer, J.O. Milewski, A.M. Beese,

A. Wislon-Heid, A. De, W. Zhang, Additive manufacturing of metallic components –

Process, structure and properties, Progr. Mater. Sci., 92 (2018) 112-224.

https://doi.org/10.1016/j.pmatsci.2017.10.001

142. V. Champagne, D. Helfritch, The unique abilities of cold spray deposition, Intl. Mater.

Rev., 61 (2016) 437-455.

https://doi.org/10.1080/09506608.2016.1194948

143. H. Assadi, H.Kreye, F.Gartner, T. Klassen, Cold spraying – A materials perspective Acta

Mater., 116 (2016) 382-407.

http://dx.doi.org/10.1016/j.actamat.2016.06.034

144. R.N. Raoelison, Ch. Verdy, H. Liao, Cold gas dynamic spray additive manufacturing

today: Deposit possibilities, technological solutions and viable applications Mater. Des.,

133 (2017) 266-287.

https://doi.org/10.1016/j.matdes.2017.07.067

145. M.H-Gangaraj, D. Veysset, K.A. Nelson, C.A. Schuh, In-situ observations of single

micro-particle impact bonding Scr. Mater., 145 (2018) 9-13.

https://doi.org/10.1016/j.scriptamat.2017.09.042

146. S. Suresh, S.W. Lee, M. Aindow, H.D. Brody, V.K. Champagne Jr., A.M. Dongare,

Unraveling the Mesoscale Evolution of Microstructure during Supersonic Impact of

Aluminum Powder Particles Sci. Rep., 8 (2018) 10075

https://doi.org/10.1038/s41598-018-28437-3

147. M.R. Rokni, C.A. Widener, V.R. Champagne, Microstructural stability of ultrafine

grained cold sprayed 6061 aluminum alloy Appl. Surf. Sci., 290 (2014) 482-489.

http://dx.doi.org/10.1016/j.apsusc.2013.11.127

148. M.R. Rokni, C.A. Widener, V.R. Champagne, Microstructural Evolution of 6061

Aluminum Gas-Atomized Powder and High-Pressure Cold-Sprayed Deposition J. Therm.

Spray Technol., 23 (2014) 514-524.

Page 154: In Situ Investigation of Thermally Activated Processes ...

137

https://doi.org/10.1007/s11666-013-0049-y

149. M.R. Rokni, C.A. Widener, O.C. Ozdemir, G.A. Crawford, Microstructure and

mechanical properties of cold sprayed 6061 Al in As-sprayed and heat-treated condition

Surf. Coat. Technol., 309 (2017), 641-650.

http://dx.doi.org/10.1016/j.surfcoat.2016.12.035

150. W.A. Story, L.N. Brewer, Heat Treatment of Gas-Atomized Powders for Cold Spray

Deposition, Metall. & Mater. Trans. A, 49A (2017) 446-449.

https://doi.org/10.1007/s11661-017-4428-8

151. A.Sabard, H.L. de Villiers Lovelock, T. Hussain, Microstructural Evolution in Solution

Heat Treatment of Gas-Atomized Al Alloy (7075), Powder for Cold Spray J. Therm. Spray

Technol. 27 (2018) 145–158.

https://doi.org/10.1007/s11666-017-0662-2

152. Y. Kawamura, H. Mano, A. Inoue, Synthesis of ZrC/Zr55Al10Ni5Cu30 metallic-glass matrix

composite powders by high pressure gas atomization Scr. Mater. 43 (2000) 1119-1124.

https://doi.org/10.1016/S1359-6462(00)00510-8

153. D.J. Sordelet, E. Rozhkova, P. Huang, P.B. Wheelock, M.F. Besser, M.J. Kramer, M.

Calvo-Dahlborg, U. Dahlborg, Synthesis of Cu47Ti34Zr11Ni8 Bulk Metallic Glass by Warm

Extrusion of Gas Atomized Powders, J. Mater Res. 17 (2002) 186-198.

https://doi.org/10.1557/JMR.2002.0028

154. J.-Q. Wang, Y.-H. Liu, M.-W. Chen, G.-Q. Xie, D.V. Louzguine-Luzgin, A. Inoue, J.H.

Perepezko, Rapid Degradation of Azo Dye by Fe‐Based Metallic Glass Powder, Adv.

Funct. Mater. 22 (2012)2567-2570.

https://doi.org/10.1002/adfm.201103015

155. E.H. Büchler, E. Watanabe, N.S. Kazama, Int. J. Non-Equilib. Proc. 10 (1997) 35-47.

156. V. Haas, M.I. Cho, H. Ishii, A. Inoue, Behavior of quasicrystal-reinforced Al94Cr1Mn3Cu2

under fatigue conditions Nanostruct. Mater. 12 (1999) 829–834.

https://doi.org/10.1016/S0965-9773(99)00245-7

157. X. Luo, D.M. Grant, G.S. Walker, Hydrogen storage properties for Mg–Zn–Y quasicrystal

and ternary alloys, J. Alloy Comp. 645(S1) (2015) 33330, S23-S26.

https://doi.org/10.1016/j.jallcom.2015.01.266

158. V. Ramaswamy, E.P. Butler, & P.R. Swann, Direct observation of discontinuous

precipitation in Al-28 at.% Zn, J. Microsc. 97 (1972) 259-268.

https://doi.org/10.1111/j.1365-2818.1973.tb03780.x

159. P. Hewitt & E.P. Butler, Mechanism of dissolution of θ’ dissolution in Al-3%Cu, Acta

Metall., 34 (1986) 1163-1172.

https://doi.org/10.1016/0001-6160(86)90002-7

160. B. Rashkova, M. Faller, R. Pippan, G. Dehm, Growth mechanism of Al2Cu precipitates

during in situ TEM heating of a HPT-deformed Al-3 wt% Cu alloy, J. Alloy. Comp., 600

(2014) 43-50.

http://dx.doi.org/10.1016/j.jallcom.2014.02.090

161. S.K. Easwaramoorthy, J.M. Howe, G. Muralidharan, In Situ Determination of the

Nanoscale Chemistry and Behavior of Solid-Liquid Systems Science, 318 (2007) 1437-

1440.

https://doi.org//10.1126/science.1146511

162. P. Palanisamy, J.M. Howe, In situ observation of Cu segregation and phase nucleation at a

solid–liquid interface in an Al alloy Acta Mater., 61 (2013), 4339-4346.

Page 155: In Situ Investigation of Thermally Activated Processes ...

138

http://dx.doi.org/10.1016/j.actamat.2013.04.005

163. S. Easwara, C. Mitterbauer, T. Wirtz, S. Kujawa, J.M. Howe, An in situ correlative STEM‐

EDS and HRTEM based nanoscale chemical characterization of solid–liquid interfaces in

an aluminium alloy J. Microsc., 264 (2016) 64-70.

https://doi.org/10.1111/jmi.12417 164. M.M. Schneider, J.M. Howe, Observation of interface dynamics and Cu island formation

at a crystalline Si/liquid Al-alloy interface Acta Mater., 133 (2017) 224-229.

https://doi.org/10.1016/j.actamat.2017.05.023

165. K.A. Unocic, M.J. Mills, G.S. Daehn, Effect of gallium focused ion beam milling on

preparation of aluminium thin foils, J. Microsc., 240 (2010) 227- 238.

https://doi.org/10.1111/j.1365-2818.2010.03401.x

166. M. Legros, G. Dehm, E. Arzt, T.J. Balk, Observation of Giant Diffusivity Along

Dislocation Cores Science, 319 (2008) 1646-1649.

https://doi.org/10.1126/science.1151771

167. B.A. Bedard, T. J. Flannigan, A.T. Ernst, A.Nardi, A.M. Dongare, H.L. Brody, S.W.Lee,

V.K. Champagne, M.Aindow, J. Therm. Spray Technol., (2018)

https://doi.org/10.1007/s11666-018-0785-0

168. T.J. Watson, M.A. Gordillo, I. Cernatescu, M. Aindow, Structure and mechanical

properties in a powder-processed icosahedral-phase-strengthened aluminum alloy Scr.

Mater. 123 (2016) 51–54.

http://dx.doi.org/10.1016/j.scriptamat.2016.05.037

169. T.J. Watson, M.A. Gordillo, A.T. Ernst, B.A. Bedard, M. Aindow, Salt fog corrosion

behavior in a powder-processed icosahedral-phase-strengthened aluminum alloy Corros.

Sci. 121 (2017) 133-138.

https://doi.org/10.1016/j.corsci.2017.03.010

170. T.J. Watson, A. Nardi, A.T. Ernst, I. Cernatescu, B.A. Bedard, M. Aindow, Cold spray

deposition of an icosahedral-phase-strengthened aluminum alloy coating, Surf. Coat. Tech.

324 (2017) 57-63.

https://doi.org/10.1016/j.surfcoat.2017.05.049

171. S. Vijayan, M. Aindow, Temperature calibration of specimen heating holders by isothermal

sublimation of silver nanocubes, Ultramicroscopy, 196 (2019) 142-153.

https://doi.org/10.1016/j.ultramic.2018.10.011


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