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We study the long time behavior of the stochastic quantization equation. Extending recent results by Mourrat and Weber we first establish a strong non-linear dissipative bound that gives control of moments of solutions at all positive times…

概率论 · 数学 2016-09-28 Pavlos Tsatsoulis , Hendrik Weber

In this paper, we study the stability problem of a stochastic, nonlinear, discrete-time system. We introduce a linear transfer operator-based Lyapunov measure as a new tool for stability verification of stochastic systems. Weaker…

动力系统 · 数学 2017-02-20 Umesh Vaidya

We address the problem of long-time asymptotics for the solutions of the Korteweg-de Vries equation under low regularity assumptions. We consider rapidly decreasing initial data admitting only a finite number of moments. For the so-called…

数学物理 · 物理学 2016-03-09 Pietro Giavedoni

In this paper we investigate the long-time behavior of stochastic reaction-diffusion equations of the type $du = (Au + f(u))dt + \sigma(u) dW(t)$, where $A$ is an elliptic operator, $f$ and $\sigma$ are nonlinear maps and $W$ is an infinite…

偏微分方程分析 · 数学 2014-11-04 Oleksandr Misiats , Oleksandr Stanzhytsyi , Nung Kwan Yip

The ergodic theory of the open KPZ equation has seen significant progress in recent years, with explicit invariant measures described in a series of works by Corwin--Knizel, Barraquand--Le Doussal, and Bryc--Kuznetsov--Wang--Weso{\l}owski.…

概率论 · 数学 2025-12-04 Alexander Dunlap , Yu Gu , Tommaso Rosati

This paper sheds new light on the stability properties of solitary wave solutions associated with models of Korteweg-de Vries and Benjamin\&Bona\&Mahoney type, when the dispersion is very lower. Via an approach of compactness, analyticity…

偏微分方程分析 · 数学 2018-03-14 Jaime Angulo Pava

Using the concept of stationary statistical solution, which generalizes the notion of invariant measure, it is proved that, in a suitable sense, time averages of almost every Leray-Hopf weak solution of the three-dimensional incompressible…

偏微分方程分析 · 数学 2015-06-11 Ciprian Foias , Ricardo M. S. Rosa , Roger Temam

We present the validity of stochastic averaging principle for non-autonomous slow-fast stochastic differential equations (SDEs) whose fast motions admit random periodic solutions. Our investigation is motivated by some problems arising from…

概率论 · 数学 2018-12-11 Kenneth Uda

We consider the extended Korteweg-de Vries (eKdV) equation as a model for long moderately nonlinear surface water waves. In the slow time formulation this equation generates fast propagating resonant radiation due to the non-convexity of…

斑图形成与孤子 · 物理学 2026-02-12 Benjamin Martin , Dmitri Tseluiko , Karima Khusnutdinova

In this paper, we reconsider the well-known result of Pego-Weinstein \cite{MR1289328} that soliton solutions to the Korteweg-deVries equation are asymptotically stable in exponentially weighted spaces. In this work, we recreate this result…

偏微分方程分析 · 数学 2014-10-28 Brian Pigott , Sarah Raynor

Recent laboratory experiments of Bolles et al. (2019) demonstrate that an abrupt change in bottom topography can trigger anomalous statistics in randomized surface waves. Motivated by these observations, Majda et al. (2019) developed a…

流体动力学 · 物理学 2020-01-07 M. N. J. Moore , C. Tyler Bolles , Andrew J. Majda , Di Qi

We propose a new formulation of the Korteweg-de Vries equation (KdV) on the real line, via a gauge transform. While KdV and the gauged equation are equivalent for smooth solutions, the latter is better behaved at low regularity in…

偏微分方程分析 · 数学 2026-01-22 Andreia Chapouto , Simão Correia , João Pedro Ramos

We study the variable bottom generalized Korteweg-de Vries (bKdV) equation dt u=-dx(dx^2 u+f(u)-b(t,x)u), where f is a nonlinearity and b is a small, bounded and slowly varying function related to the varying depth of a channel of water.…

数学物理 · 物理学 2007-05-23 S. I. Dejak , I. M. Sigal

We give a new, two-step approach to prove existence of finite invariant measures for a given Markovian semigroup. First, we identify a convenient auxiliary measure and then we prove conditions equivalent to the existence of an invariant…

概率论 · 数学 2016-03-15 Lucian Beznea , Iulian Cîmpean , Michael Röckner

In this note we prove the well-posedness for stochastic 2D Navier-Stokes equation driven by general L\'evy processes (in particular, $\alpha$-stable processes), and obtain the existence of invariant measures.

概率论 · 数学 2011-03-29 Zhao Dong , Lihu Xu , Xicheng Zhang

We consider the stochastic damped Navier-Stokes equations in $\mathbb R^d$ ($d=2,3$), assuming as in our previous work [4] that the covariance of the noise is not too regular, so It\^o calculus cannot be applied in the space of finite…

概率论 · 数学 2017-02-03 Zdzisław Brzeźniak , Benedetta Ferrario

We study the dynamics of solitons as solutions to the perturbed KdV (pKdV) equation $\partial_t u = -\partial_x (\partial_x^2 u + 3u^2-bu)$, where $b(x,t) = b_0(hx,ht)$, $h\ll 1$ is a slowly varying, but not small, potential. We option an…

偏微分方程分析 · 数学 2011-01-04 Justin Holmer

We develop a continuous-time model for the long-term dynamics of adaptive stochastic optimization, focusing on bias-corrected Adam-type methods. Starting from a finite-sum setting, we identify a canonical scaling of learning rates, decay…

偏微分方程分析 · 数学 2026-04-02 Kaj Nyström

Partial differential equations endowed with a Hamiltonian structure, like the Korteweg--de Vries equation and many other more or less classical models, are known to admit rich families of periodic travelling waves. The stability theory for…

偏微分方程分析 · 数学 2013-12-09 Sylvie Benzoni-Gavage , Pascal Noble , Luis Miguel Rodrigues

An optimal-velocity (OV) model describes car motion on a single lane road. In particular, near to the boundary signifying the onset of traffic jams, this model reduces to a perturbed Korteweg-de Vries (KdV) equation using asymptotic…

动力系统 · 数学 2017-04-26 Laura Hattam