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A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

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A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology. Craig Booth Tom Theuns & Takashi Okamoto. Overview. Star Formation in Disk Galaxies & Properties of the ISM Simulating Star Formation & Feedback The Sticky Particle Model Results from a One Zone Simulation Summary. - PowerPoint PPT Presentation
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A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology Craig Booth Tom Theuns & Takashi Okamoto
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Page 1: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

A Multiphase, Sticky Particle, Star Formation Recipe for

Cosmology

Craig BoothTom Theuns & Takashi Okamoto

Page 2: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Overview

1. Star Formation in Disk Galaxies & Properties of the ISM

2. Simulating Star Formation & Feedback

3. The Sticky Particle Model4. Results from a One Zone

Simulation5. Summary

Page 3: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Star Formation in Disk Galaxies

• Most stars form in Giant Molecular clouds

• Cloud dynamics are very complex and not very well understood

• The mechanism by which clouds form is unclear

Page 4: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Star Formation in Disk Galaxies

Blitz, 04

From the Astro-1 mission

Page 5: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Supernova Feedback

Page 6: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Model Overview

• The Physics we need to implement:– GMCs form in spiral arms

– Stars form from GMC collapse– Stellar winds destroy GMCs– Feedback drives superwinds &

regulates star formation

Page 7: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Simulating Star Formation

• Difficult problem for two reasons:– Scales of cosmological interest are

vastly different to those on which star formation takes place

– Simulation codes do not contain enough physics to accurately track star formation

• Take one of two approaches:1. Empirical rules2. Model the ISM statistically

Yepes et. al. 1997 Springel & Hernquist, 2003

Page 8: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

2. Models of the ISM

• Need a simple ISM model:

Stars

HIMT~106

CNMT~100Kf~0.02

warmcloud coronaT~4000K

McKee & Ostriker, 1977

Three physical processes are important describing self-regulating star formation...

Page 9: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Models of the ISM

• Clouds form by the radiative cooling of the hot phase

Page 10: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Models of the ISM

• Clouds collapse into stars

Page 11: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Models of the ISM

• Stars go supernova and destroy clouds

Now treat each one in turn...

Page 12: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

The Formation of Clouds

• Cooling Instability (Yepes et. al., 1997)

• if density > X and temperature allows for thermal instability then rather than cooling, hot gas is assumed to collapse into clouds

Sutherland & Dopita, 1993

Page 13: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

The Multiphase Model

• Yepes et. al. formulated differential equations that describe:– the rate of formation of clouds– the rate of collapse of clouds to stars– the rate of supernova energy injection

cold

hot

Page 14: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

The Multiphase Model

• Drawbacks:– coupling between

hot and cold gas– assumes pressure

equilibrium between hot & cold phases

– carries no information about the properties of the cold gas

Springel & Hernquist, 2003

Page 15: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

The Sticky Particle Model

• Follow the same format with our model.

• Treat each process separately:– formation of clouds– coagulation of clouds into GMCs– collapse of GMCs– star formation

Page 16: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

The Formation of Clouds

• In our simulations 'cloud particles' form as in Yepes et. al. 1997 (thermal instability)

• Store the mass function for every cloud. Evolve the 'clouds' and 'cloudlets' differently

• Unresolved clouds are called 'cloudlets'N

M

Page 17: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

The Coagulation of Clouds

vm is a parameter in our simulations

• Clouds are treated as ballistic particles, following a couple of very simple rules upon collision:

– vapp < vm

– vapp> vm

Collision

Cooling

Page 18: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

The Coagulation of Cloudlets

• We want the cloudlets to behave in exactly the same way as the clouds

• Integrate coagulation equation (and similar equations for energy evolution) to evolve system

Smoluchowski, 1916

Page 19: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

GMC Collapse & Star Formation

• Giant Molecular Clouds are defined to be 106 solar masses

• When we form a GMC it lives for one dynamical time (~10Myr) then collapses.

• Some fraction of its mass becomes stars, the rest is fragmented into tiny clouds.

• This represents formation & coagulation of clouds and destruction of clouds by star formation

Page 20: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

• Set up 1kpc3 region• Density comparable to that in a MW

spiral arm• Evolve for 200Myr• Both as 'pure cloudlet' and hybrid sticky

particle/cloudlet

Page 21: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

Page 22: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

Page 23: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

Page 24: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

Page 25: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

Page 26: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

Page 27: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

Page 28: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

Good match with Milky Way properties

Page 29: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

delay, SFR

Page 30: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Results From the One Zone Model

• SFR Shows little dependence on particle number• Cloudlets behave exactly like clouds• Higher resolution gives better spatial resolution

Page 31: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Schmidt Law

Page 32: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Summary

• Statistical star formation model• One zone simulation:

– reproduces cloud mass spectrum, velocity dispersion & SFR in Milky Way conditions

– Schmidt law as an output– Resolution independence

• Avoids some problems of the Multiphase model

• Provides a natural mechanism for delay

Page 33: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Thank you for listening!Thank you for listening!

Thank you for listening!

Page 34: A Multiphase, Sticky Particle, Star Formation Recipe for Cosmology

Equations


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