phase diagram and density large deviation of a nonconserving a b c model

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Phase diagram and density large deviation of a nonconserving ABC model Or Cohen and David Mukamel International Workshop on Applied Probability, Jerusalem, 2012

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Phase diagram and density large deviation of a nonconserving A B C model Or Cohen and David Mukamel. International Workshop on Applied Probability, Jerusalem, 2012. Driven diffusive systems. Bulk driven . Boundary driven . T 2. T 1. Studied via simplified. Motivation. - PowerPoint PPT Presentation

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Page 1: Phase diagram and density large deviation of a  nonconserving A B C  model

Phase diagram and density large

deviation of a nonconserving

ABC model

Or Cohen and David Mukamel

International Workshop on Applied Probability, Jerusalem, 2012

Page 2: Phase diagram and density large deviation of a  nonconserving A B C  model

T2

Driven diffusive systems

T1

Boundary driven Bulk driven

Studied via simplified

Page 3: Phase diagram and density large deviation of a  nonconserving A B C  model

Motivation

What is the effect of bulk nonconserving dynamics on bulk driven system ?

pq

w- w+

Can it be inferred from the conserving steady state properties ?

Page 4: Phase diagram and density large deviation of a  nonconserving A B C  model

Outline

1. ABC model

2. Phase diagram under conserving dynamics

3. Slow nonconserving dynamic

4. Phase diagram and inequivalence of ensembles

5. Conclusions

Page 5: Phase diagram and density large deviation of a  nonconserving A B C  model

ABC model

A B C

AB BA

BC CB

CA AC

Dynamics : q

1

q

1

q

1

Ring of size L

Evans, Kafri , Koduvely & Mukamel - Phys. Rev. Lett. 1998

Page 6: Phase diagram and density large deviation of a  nonconserving A B C  model

ABC model

A B C

AB BA

BC CB

CA AC

Dynamics : q

1

q

1

q

1

Ring of size L

q=1 q<1L

Evans, Kafri , Koduvely & Mukamel - Phys. Rev. Lett. 1998

ABBCACCBACABACBAAAAABBBBBCCCCC

Page 7: Phase diagram and density large deviation of a  nonconserving A B C  model

ABC model

Evans, Kafri , Koduvely & Mukamel - Phys. Rev. Lett. 1998

t

x

A B C

Page 8: Phase diagram and density large deviation of a  nonconserving A B C  model

Equal densitiesFor equal densities NA=NB=NC

})({})({ iXHi qXP

L

i

L

kkiikiikiii LACCBBA

LkXH

1

1

1

2~})({

AAAAABBAABBBCBBCCCCCC

BBBBB BB

Potential induced by other species

Page 9: Phase diagram and density large deviation of a  nonconserving A B C  model

Weak asymmetry

Clincy, Derrida & Evans - Phys. Rev. E 2003

})({})({ iXHi qXP { } { , , , , , , , }iX A C A B B C B

( ) , , [0,1)x A B C x Coarse graining

2[ ] [ ] log( [ ])H L S L

Page 10: Phase diagram and density large deviation of a  nonconserving A B C  model

Weak asymmetry

)exp(L

q

[ ]/[ ] L FS H LP e e

Clincy, Derrida & Evans - Phys. Rev. E 2003

Weakly asymmetric thermodynamic limit

})({})({ iXHi qXP { } { , , , , , , , }iX A C A B B C B

( ) , , [0,1)x A B C x

2[ ] [ ] log( [ ])H L S L

Coarse graining

Page 11: Phase diagram and density large deviation of a  nonconserving A B C  model

Phase transition

Clincy, Derrida & Evans - Phys. Rev. E 2003

1 1 1

10 0 0

[ ] ( ) ( ) ( ) log ( )F dx zdz x x z dx x x

For low β

is minimum of F[ρα]

( ) /x r N L

Page 12: Phase diagram and density large deviation of a  nonconserving A B C  model

Phase transition

2nd order phase transition at

Clincy, Derrida & Evans - Phys. Rev. E 2003

9.1032 c

For low β

1 1 1

10 0 0

[ ] ( ) ( ) ( ) log ( )F dx zdz x x z dx x x

( ) ( )x r x ( ) /x r N L

is minimum of F[ρα]

Page 13: Phase diagram and density large deviation of a  nonconserving A B C  model

Nonequal densities ?AAAAABBAABBBCBBCCC• No detailed balance

(Kolmogorov criterion violated)• Steady state current• Stationary measure unknown

1 2min( , )N NJ q

Page 14: Phase diagram and density large deviation of a  nonconserving A B C  model

Nonequal densities ?

Hydrodynamics equations :

2

1A AA B C

d dddt L dx dx

Drift Diffusion

11 iiii BABA ( )A ii AL

AAAAABBAABBBCBBCCC• No detailed balance (Kolmogorov criterion violated)• Steady state current• Stationary measure unknown

1 2min( , )N NJ q

Page 15: Phase diagram and density large deviation of a  nonconserving A B C  model

Nonequal densities ?

Hydrodynamics equations :

2

1A AA B C

d dddt L dx dx

Drift Diffusion

11 iiii BABA ( )A ii AL

2132 3 / 1 ( )c r

Full steady-state solution orExpansion around homogenous

AAAAABBAABBBCBBCCC• No detailed balance (Kolmogorov criterion violated)• Steady state current• Stationary measure unknown

1 2min( , )N NJ q

Page 16: Phase diagram and density large deviation of a  nonconserving A B C  model

Nonconserving ABC model

0X X0 X=A,B,C1

1

A B

C 0

Lederhendler & Mukamel - Phys. Rev. Lett. 2010

AB BA

BC CB

CA AC

q

1

q

1

q

1

1 2

1 2 Conserving model(canonical ensemble)+

Page 17: Phase diagram and density large deviation of a  nonconserving A B C  model

Nonconserving ABC model

0X X0 X=A,B,C1

1

A B

C 0

Lederhendler & Mukamel - Phys. Rev. Lett. 2010

AB BA

BC CB

CA AC

q

1

q

1

q

1

ABC 000pe-3βμ

p

1 2

3

1 2

1 2 3

Conserving model(canonical ensemble)

Nonconserving model(grand canonical ensemble)

+

++

Page 18: Phase diagram and density large deviation of a  nonconserving A B C  model

Nonequal densitiesHydrodynamics equations :

CBAA

CBAA ep

dxd

dxd

Ldtd 33

02

1

Drift Diffusion Deposition Evaporation

11 iiii BABA ( )A ii AL

Page 19: Phase diagram and density large deviation of a  nonconserving A B C  model

Nonequal densities

ABC 000pe-3βμ

p0X X0

1

1

AB BAe-β/L

1

BC CBe-β/L

1

CA ACe-β/L

1

X= A,B,C

Hydrodynamics equations :

CBAA

CBAA ep

dxd

dxd

Ldtd 33

02

1

Drift Diffusion Deposition Evaporation

11 iiii BABA ( )A ii AL

Page 20: Phase diagram and density large deviation of a  nonconserving A B C  model

Conserving steady-state

Conserving model 0pSteady-state profile

LNNNr CBA

dxcsnba

dxcsnrrx,

,1),(*

CBAA

CBAA ep

dxd

dxd

Ldtd 33

02

1

Drift Diffusion

Nonequal densities : Cohen & Mukamel - Phys. Rev. Lett. 2012 Equal densities : Ayyer et al. - J. Stat. Phys. 2009

Page 21: Phase diagram and density large deviation of a  nonconserving A B C  model

Nonconserving steady-state

CBAA

CBAA ep

dxd

dxd

Ldtd 33

02

1

Drift Diffusion Deposition Evaporation

Page 22: Phase diagram and density large deviation of a  nonconserving A B C  model

Nonconserving steady-state

2,~ LpNonconserving model with slow nonconserving dynamics

CBAA

CBAA ep

dxd

dxd

Ldtd 33

02

1

Drift + Diffusion Deposition + Evaporation

[ ] [ ; ] ( )nc c ncP P r P r

*argmax( [ ; ]) ( , )cP r x r ( ) ?ncP r

Page 23: Phase diagram and density large deviation of a  nonconserving A B C  model

Dynamics of particle density

1rr

21 ~ L L~2 12

)(xA )(xB )(xC

Page 24: Phase diagram and density large deviation of a  nonconserving A B C  model

Dynamics of particle density

1rr

21 ~ L L~2 12

After time τ1 :

),( 1* rx

Page 25: Phase diagram and density large deviation of a  nonconserving A B C  model

Dynamics of particle density

2rr

21 ~ L L~2 12

After time τ2 :

Page 26: Phase diagram and density large deviation of a  nonconserving A B C  model

Dynamics of particle density

2rr

21 ~ L L~2 12

After time τ1 :

),( 2* rx

Page 27: Phase diagram and density large deviation of a  nonconserving A B C  model

Dynamics of particle density

3rr

21 ~ L L~2 12

After time τ2 :

Page 28: Phase diagram and density large deviation of a  nonconserving A B C  model

Dynamics of particle density

3rr

21 ~ L L~2 12

After time τ1 :

),( 3* rx

Page 29: Phase diagram and density large deviation of a  nonconserving A B C  model

Large deviation function of r

3rr

21 ~ L L~2 12

After time τ1 :

),( 3* rx )3(,)3( 3434 L

rrRL

rrR

),( 3* rx

Page 30: Phase diagram and density large deviation of a  nonconserving A B C  model

Large deviation function of r

= 1D - Random walk in a potential

)(rV

r maxrminr r

)(rR

)(rR

Page 31: Phase diagram and density large deviation of a  nonconserving A B C  model

Large deviation function of r

= 1D - Random walk in a potentialr maxrminr r

r

rCBAdx

dxedrrF

0

1

0

***

1

0

3*0

3 )(log')(

ABC 000pe-3βμ

p

Large deviation function

)(rV )(rR

)(rR

0

( / )( ) exp[ ( )]( / )

rL

n r L

R n LP r LF rR n L

Page 32: Phase diagram and density large deviation of a  nonconserving A B C  model

Large deviation function of r

r maxrminr r

High µ

( )F r

Page 33: Phase diagram and density large deviation of a  nonconserving A B C  model

Large deviation function of r

r maxrminr r

r maxrminr r

High µ

Low µ

( )F r

( )F r

First order phase transition (only in the nonconserving model)

Page 34: Phase diagram and density large deviation of a  nonconserving A B C  model

Inequivalence of ensembles

Conserving = Canonical

Nonconserving = Grand canonical

2nd order transition

ordered

1st order transition tricritical point

disordered

ordered

disordered

23

,3

rrrrr CBA 01.0For NA=NB≠NC :

Page 35: Phase diagram and density large deviation of a  nonconserving A B C  model

Conclusions

1. ABC model

2. Slow nonconserving dynamics

3. Inequivalence of ensemble, and links to long range

interacting systems.

4. Relevance to other driven diffusive systems.

Thank you ! Any questions ?