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  • Restricted ASEP without particle Conservation

    flows to DP

    Urna Basu

    Theoretical Condensed matter Physics Division

    Saha Institute of Nuclear Physics

    Kolkata, India

    Joint work with P.K. Mohanty

  • Introduction

    Absorbing state Phase

    Transition (APT) occurs in certain

    non-equilibrium systems

    Contact process, directed percolation, spreading etc.

    C1 C2C4

    C3C6 C7

    C5Absorbing configuration:

    can be reachedbut cannot be left

  • DP conjecture

    Continuous transitions from an active phase to an absorbing state governed by a fluctuating scalarorder parameter belong to Directed Percolation (DP) universality

    Janssen Z Phys B 1981

    Grassberger Z Phys B 1982

    short range interaction

    no unconventional symmetry

    no additional conservation

    no quenched disorder

    …if the system has

  • APT s not belonging to DP

    Branching annihilating Random Walk

    Compact Directed Percolation

    Voter model

    etc ...

    Parity

    ParticleHole

    Z2+ Noise

  • Continued……

    Manna, CLG, RASEP etc…& Sandpile models (Self organized)

    Fluctuating scalar order parameter

    No special symmetry

    Additional conserved field (density or height)

    Belief :Non-DP behaviour is due to coupling of order parameter to the conserved field.

  • Conservation is the cause ?

    Sandpile models + special perturbation

    (even in presence of conserved field)

    ‘Conservation is the cause’ only

    if breaking of conservation leads to DP

    DP Mohanty & Dhar PRL 2002

  • Breaking Density Conservation

    May destroy the transition

    May destroy the structure of the absorbing configurations

    Need suitable non-conserving dynamics

  • Motivation

    Pick a simple, analytically tractable model : Restricted ASEP (RASEP)

    Find a suitable dynamics to break the density conservation

    Investigate the critical behaviour : does it flow to DP ?

    RASEP 1 1 0

    DP 0.2764 1.09 0.2764

    Very different

  • Restricted Asymmetric Simple Exclusion Process (RASEP)

    Restricted forward motion of hardcoreparticles on a periodic 1D lattice ( L sites )Configuration

    A particle moves forward only when followed by atleast m particles

    o m=1 110 -> 101 ; o m=2 1110 -> 1101 etc…

    Particle conserving dynamicsIsolated particles : absorbing configuration

    1 2{ , ... }Ls s s1

    0

    t

    i h

    h

    t

    if i site is occupieds

    if i site is empty

    UB & Mohanty PRE 2009

  • Exact results : APT at a critical density

    Order parameter : (density of active sites)

    ...

    m =1

    m =2

    a

    [ρ-m(1- ρ)](1- ρ)=

    ρ-(m-ρ

    1)(1-ρ)

    =1

    cρm

    =m +1

    Critical exponent

    Order parametervs density for m=1,2,3

    Control parameter:

    ( )a c

  • Spatial correlations

    Generic n-point correlations can be calculated exactly

    Correlation between two active sites

    separated by j sites

    for m=1 :

    1, 1

    21)1

    (2

    j

    j

    spatial correlationfor m=1

  • Other exponents

    Violate one scaling law

    z

    RASEP 1 1 1 0 1/2 2

    ||

    ||z

    Lee & Lee PRE 2008

    Exact ResultsNumericalestimates

    Jain PRE 2005

    Da Silva & Oliveira J Phys A 2008

    UB & Mohanty PRE 2009

  • Breaking the density conservation

    Augment the dynamics with some

    particle addition/deletion moves

    Simplest one :

    Fixes the density

    Destroys all the absorbing states ->

    No Transition !

    w

    w

    1-w0 1

  • Need to keep the absorbing states intact

    One possible dynamics for m=1:

    - add & delete - original conserving hop

    Absorbing configuration :

    Isolated 1s

    Activity

    Keeping the absorbing states ...

    w

    1-w110 111

    1110 101

    same asbefore

    ρ 1/2

    a =

  • Non-conserved dynamics

    Works only on active configurations (some of the particles have neighbours)

    w

    1-w110 111

    density increases with w.

    Low w likely to be absorbed

    likely to be active

    Expect an APT as w is decreased below some wc

    1

    2

    1w 1

  • Use Monte-Carlo simulation to studythe critical behaviour

  • Decay of activity

    ( ) ~a t t At wc activity decays as :

    0.1595 DP

    Starting from maximally active configuration 110110110…

    0.567(6)cw L=10000 w = 0.565,0.567,

    0.5677,0.569,0.571

  • Order parameter

    Order parameter exponent

    ( )a cw w

    0.567(6)cw

    0.2764 DP

    Density of active sites in the steady state

    vanishes algebraically at wc :

    L = 10000

  • Off-Critical Scaling

    Curves with

    different w

    collapsed using

    ( ) ~a t t ||( , ) ( | | )a ct w t F t w w

    || ||

    0.1595

    1.732

    DP

    DP

    w= 0.50,0.52,0.54,0.58,0.60,0.62

    ||

    with

    ~ ( )a ct w w

    At w= wcFor

  • Finite size scaling

    1.5807DPz z

    For a finite system at wc

    Curves for different

    system sizes collapseusing

    ( , ) ( / )za t L L G t L

    w=wc; L= 64, 128, 256

    0.252DP

    DP

  • Spreading Exponents

    At wc, starting from a single active seed

    - Number of activity grows :

    - Survival probability decays :

    ( )aN t t

    ( ) ~surP t t

    0.1595DP

    0.313DP

    Reminder: time reversal symmetry

    DP DP

    RASEP RASEP

  • Propagation of activity below criticality

    w = 0.520L = 1000

  • Density at critical point…

    Well defined for w>wc,

    Ill defined below wc (absorbing phase)

    Approaches as w-> wc

    ;

    at critical point : =0 [no activity]

    ( )wDensity

    ( )cw

    ( )cw 1

    - < 00 >2

    = + 1- =< 00 > + < 01 >

  • continues …

    From numerical simulations

    Near the critical point

    b=0.277 (close to !)DP

    ( ) ( ) ( )bc cw w w w

    cρ(w ) =0.491

    L=10000

  • Density as the control

    Critical exponent

    c cρ = ρ(w ) =0.491

    *

    ( )a cρ = ρ-ρ

    * 1

    *

    b

    c c=ρ-ρ (w-w )

    = =1b

    !DPb =

    ( )a c

    Reminder: In RASEP

    a vs wvs w

    a vs

  • Other exponents

    Do not change:

    Decay and spreading exponents

    Correlation length exponents

    change

    *

    *

    ||

    ||

    DP

    DP

    * *

    * *z z

    ( )a t vs t

    / / zaL vs t L

  • More about density…

    is an equivalent order parameter

    Non –conserved RASEP DP

    as coupled to a

    DP transition in

    density ?

    No transition

    w

    1-w110 111

    1110 101

    ( ) ( ) DPc cw w w

    ( )cw

  • Scenario for RASEP with m=2

    Conserving hop 1110 -> 1101

    Use similar dynamics to add & delete particles

    Works !

    wc= 0.7245

    All critical exponents are same as DP

    w

    1-w1110 1111

  • Both forward and backward hopping

    Generic m : APT at same density

    Belongs to RASEP universality class

    m=1 :

    110 -> 101

  • Break density conservation

    Without conservation

    Flows to DP

    1 1

    1 1

    w w

    w w

    110 101 011

    111

  • Conclusion :

    In RASEP and similar models (in 1D)

    + a suitable non-conserved dynamics

    leads to DP behaviourExclusion processes

    On a ring + Restriction = APT

    Is it possible to get DP by breaking conservation in CLG, CTTP, Manna models ?

    + Non-conservation =DP