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Stefan Boettcher www.physics.emory.edu/faculty/boettcher/ Local field distributions in spin glasses APS-March Meeting 03-10-08 Collaborators: ‣ David Sherrington (Oxford U) ‣ Helmut Katzgraber (ETH Zürich) Find in: arXiv :0711.3934 or JPA (soon) 1
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Page 1: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses

APS-March Meeting

03-10-08

Collaborators:‣David Sherrington (Oxford U)‣Helmut Katzgraber (ETH Zürich)

Find in: arXiv:0711.3934 or JPA (soon)

1

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http://uk.arxiv.org/abs/0711.3934v2
http://uk.arxiv.org/abs/0711.3934v2
Page 2: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

Local field distributions in spin glasses APS-March Meeting

03-10-08

Local field distributions in spin glasses

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Collaborators:‣David Sherrington (Oxford U)‣Helmut Katzgraber (ETH Zürich)

Find in: arXiv:0711.3934 or JPA (soon)

1

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http://uk.arxiv.org/abs/0711.3934v2
http://uk.arxiv.org/abs/0711.3934v2
Page 3: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Can Local Field Dist. P(h) distinguishbetween Spin Glass Models? ‣Low-d vs Mean-Field, ‣RS vs RSB,

‣Equilibrium vs Meta-Stable.

2

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Page 4: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Can Local Field Dist. P(h) distinguishbetween Spin Glass Models? ‣Low-d vs Mean-Field, ‣RS vs RSB,

‣Equilibrium vs Meta-Stable.

⇒ Conclusions: ‣ All P(h) are amazingly similar,

‣ But: Characteristic variation near P(h=0)!

2

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Page 5: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Models:

3

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Page 6: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Models: ‣Edwards-Anderson (EA) for d=2,3,4;

3

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Page 7: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Models: ‣Edwards-Anderson (EA) for d=2,3,4;‣ 1d Long-Range Model, J ∝ r –σ;

3

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Page 8: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Models: ‣Edwards-Anderson (EA) for d=2,3,4;‣ 1d Long-Range Model, J ∝ r –σ;

small large

σ

deff

rij

Jij =εij

rσij

3

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Page 9: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Models: ‣Edwards-Anderson (EA) for d=2,3,4;‣ 1d Long-Range Model, J ∝ r –σ;

small large

σ

deff

rij

Jij =εij

rσij

large small

σ

deff

3

http://www.emory.edu/
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Page 10: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Models: ‣Edwards-Anderson (EA) for d=2,3,4;‣ 1d Long-Range Model, J ∝ r –σ;

small large

σ

deff

rij

Jij =εij

rσij

‣Sherrington-Kirkpatrick (SK), d→∞ or σ→0; large small

σ

deff

3

http://www.emory.edu/
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Page 11: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Models: ‣Edwards-Anderson (EA) for d=2,3,4;‣ 1d Long-Range Model, J ∝ r –σ;

small large

σ

deff

rij

Jij =εij

rσij

Methods:

‣Extremal Optimization Heuristic (T=0) for SK and EA;

‣Sherrington-Kirkpatrick (SK), d→∞ or σ→0; large small

σ

deff

3

http://www.emory.edu/
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Page 12: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Models: ‣Edwards-Anderson (EA) for d=2,3,4;‣ 1d Long-Range Model, J ∝ r –σ;

small large

σ

deff

rij

Jij =εij

rσij

Methods:

‣Extremal Optimization Heuristic (T=0) for SK and EA;‣Parallel Tempering (T=0.05...1.4) for Long-Range Model;

‣Sherrington-Kirkpatrick (SK), d→∞ or σ→0; large small

σ

deff

3

http://www.emory.edu/
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Page 13: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Sherrington-Kirkpatrick:

4

http://www.emory.edu/
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Page 14: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

slop

e ~0

.3Sherrington-Kirkpatrick:

4

http://www.emory.edu/
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Page 15: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

slop

e ~0

.3Sherrington-Kirkpatrick:

4

http://www.emory.edu/
http://www.emory.edu/
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Page 16: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

slop

e ~0

.3Sherrington-Kirkpatrick:

4

http://www.emory.edu/
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Page 17: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

slop

e ~0

.3

P(h=0)~0.15/√N

Sherrington-Kirkpatrick:

4

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Page 18: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Sherrington-Kirkpatrick: sl

ope

~0.3

P(h=0)→0

Edwards-Anderson:

5

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Page 19: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Sherrington-Kirkpatrick: sl

ope

~0.3

P(h=0)→0

Edwards-Anderson:

5

http://www.emory.edu/
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Page 20: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-08

Sherrington-Kirkpatrick: sl

ope

~0.3

P(h=0)→0

Edwards-Anderson:

⇒ in EA:‣ Slope ∼0.23..0.25‣ P(0)>0, but small!

5

http://www.emory.edu/
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StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson:

6

http://www.emory.edu/
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StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson:

6

http://www.emory.edu/
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Page 23: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson:

⇒ in SK:‣ Slope ∼0.3,‣ P(0)→0,

⇒ in EA:‣ Slope ∼0.23,‣ P(0)>0,

⇒ in 1d LR:‣ Slope ∼0.3,‣ P(0)>0,

6

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StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson:

7

http://www.emory.edu/
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Page 25: Stefan Boettcher - Emory UniversityStefan Boettcher Local field distributions in spin glasses APS-March Meeting 03-10-08 Can Local Field Dist. P(h) distinguish ...

Fixed Size N , varying σ or d :

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson:

7

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Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson:

7

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Fixed Size N , varying σ or d :

StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson:

7

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StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson:

8

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StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson: P(0) for varying σ or d :

8

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StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson: sl

ope

P(0) for varying σ or d :

8

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StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson: sl

ope

P(0) for varying σ or d :

8

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StefanBoettcherwww.physics.emory.edu/faculty/boettcher/

Local field distributions in spin glasses APS-March Meeting

03-10-081d Long-Range: Edwards-Anderson: sl

ope

Connectivity: 2d=N-1

P(0) for varying σ or d :

8

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