Physica A 391 (2012) 4557–4563
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Physica A
journal homepage: www.elsevier.com/locate/physa
A fluctuating lattice Boltzmann scheme for the one-dimensional
KPZ equation
Vadzim Yermakou, Sauro Succi
∗
Istituto Applicazioni Calcolo, CNR, via dei Taurini 19, 00185, Roma, Italy
article info
Article history:
Received 20 January 2012
Received in revised form 12 April 2012
Available online 22 May 2012
Keywords:
Fluctuating interfaces
Lattice Boltzmann fluids
KPZ equation
Growth phenomena
Burgers fluids
abstract
Based on the well-known mapping between the Burgers equation with noise and the
Kardar–Parisi–Zhang (KPZ) equation for fluctuating interfaces, we develop a fluctuating
lattice Boltzmann (LB) scheme for growth phenomena, as described by the KPZ formalism.
A very simple LB-KPZ scheme is demonstrated in 1 + 1 spacetime dimensions, and is
shown to reproduce the scaling exponents characterizing the growth of one-dimensional
fluctuating interfaces.
© 2012 Elsevier B.V. All rights reserved.
1. Introduction
The Kardar–Parisi–Zhang (KPZ) equation provides a powerful mathematical paradigm for the description of non-
equilibrium growth of interfaces [1]. Historically devised to account for growth processes due to random deposition and
diffusion, it was subsequently shown to describe a much broader class of non-equilibrium processes, ranging from directed
polymer motion in random potentials to simple glassy phenomena, from domain walls and vortex lines, to flows in disorder
media and biophysical processes [2]. Mathematically, the KPZ equation is possibly the simplest non-linear and stochastic
extension of the ordinary diffusion equation, the so called Edwards-Wilkinson model [3,4]. It reads as follows:
∂
t
h =
λ
2
(∇h)
2
+ ν ∇
2
h + ξ(x, t ) (1)
where h(x, t ) is the interface height at position x and time t . In the above, ν is the diffusivity, λ a coupling constant (with the
dimension of velocity) promoting non-linear lateral growth of the interface, and ξ is a white Gaussian noise. The properties
of the KPZ equation have been studied extensively for the last two decades. Owing to the non-linear and stochastic nature
of the equation, these studies have been mostly conducted by numerical simulations, although a few precious analytical
solutions have also become available in the recent past [5]. These studies have focussed mostly on the statistical properties
of the solutions, and particularly on the dynamic scaling laws obeyed by the surface width, defined as the variance of the
profile h(x; t ), i.e. w(t ) =⟨
¯
h
2
−
¯
h
2
⟩, where overbar indicates spatial average and brackets ensemble average over noise
realizations. It is found that the interface width obeys the following asymptotic dynamic scaling law:
w(t ; L) ∼ L
α
f (t /L
z
) (2)
where L is the averaging length scale, and the scaling function f (x) has the form f (x) ∼ x
β
for x ≪ 1, i.e. t ≪ τ
L
≡ L
z
,
and f (x) → Const . for x ≫ 1. As a result, for t ≫ τ
L
, w(L) ∼ L
α
. The coefficients α, β and z = α/β are known as
∗
Corresponding author.
E-mail addresses: sauro.succi@gmail.com, s.succi@iac.cnr.it (S. Succi).
0378-4371/$ – see front matter © 2012 Elsevier B.V. All rights reserved.
doi:10.1016/j.physa.2012.05.014