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The convergence of stochastic interacting particle systems in the mean-field limit to solutions of conservative stochastic partial differential equations is established, with optimal rate of convergence. As a second main result, a…

概率论 · 数学 2022-12-15 Benjamin Gess , Rishabh S. Gvalani , Vitalii Konarovskyi

A stochastic differential equation with coefficients defined in a scale of Hilbert spaces is considered. The existence, uniqueness and path-continuity of infinite-time solutions is proved by an extension of the Ovsyannikov method. This…

泛函分析 · 数学 2021-10-26 Georgy Chargaziya , Alexei Daletskii

As a concrete setting where stochastic partial differential equations (SPDEs) are able to model real phenomena, we propose a stochastic Meinhardt model for cell repolarisation and study how parameter estimation techniques developed for…

统计理论 · 数学 2021-08-17 Randolf Altmeyer , Till Bretschneider , Josef Janák , Markus Reiß

We provide an existence and uniqueness result for mild solutions to semilinear stochastic partial differential equations in the framework of the semigroup approach with locally monotone coefficients. An important component of the proof is…

概率论 · 数学 2025-11-21 Stefan Tappe

We study approximations to a class of vector-valued equations of Burgers type driven by a multiplicative space-time white noise. A solution theory for this class of equations has been developed recently in [Hairer, Weber, Probab. Theory…

概率论 · 数学 2016-06-02 Martin Hairer , Jan Maas , Hendrik Weber

This article deals with the numerical approximation of effective coefficients in stochastic homogenization of discrete linear elliptic equations. The originality of this work is the use of a well-known abstract spectral representation…

概率论 · 数学 2010-08-20 Antoine Gloria , Jean-Christophe Mourrat

We analyze the concepts of analytically weak solutions of stochastic differential equations (SDEs) in Hilbert spaces with time-dependent unbounded operators and give conditions for existence and uniqueness of such solutions. Our studies are…

泛函分析 · 数学 2013-01-31 Benedict Baur , Martin Grothaus , Tan Thanh Mai

Consider the stochastic evolution equation in a separable Hilbert space with a nice multiplicative noise and a locally Dini continuous drift. We prove that for any initial data the equation has a unique (possibly explosive) mild solution.…

概率论 · 数学 2015-01-13 Feng-Yu Wang

Many time-dependent linear partial differential equations of mathematical physics and continuum mechanics can be phrased in the form of an abstract evolutionary system defined on a Hilbert space. In this paper we discuss a general framework…

偏微分方程分析 · 数学 2019-05-09 Stefan Neukamm , Mario Varga , Marcus Waurick

This paper is to analyze the approximation solution of a split variational inclusion problem in the framework of infinite dimensional Hilbert spaces. For this purpose, several inertial hybrid and shrinking projection algorithms are proposed…

最优化与控制 · 数学 2024-09-17 Zheng Zhou , Bing Tan , Songxiao Li

We study pathwise approximation of scalar stochastic differential equations at a single time point or globally in time by means of methods that are based on finitely many observations of the driving Brownian motion. We prove lower error…

数值分析 · 数学 2017-10-25 Mario Hefter , André Herzwurm , Thomas Müller-Gronbach

In this paper, we consider Caputo type fractional stochastic time-delay system with permutable matrices. We derive stochastic analogue of variation of constants formula via a newly defined delayed Mittag-Leffer type matrix function. Thus,…

动力系统 · 数学 2020-09-23 Arzu Ahmadova , Ismail T. Huseynov , Nazim I. Mahmudov

This paper introduces SPDE bridges with observation noise and contains an analysis of their spatially semidiscrete approximations. The SPDEs are considered in the form of mild solutions in an abstract Hilbert space framework suitable for…

数值分析 · 数学 2023-01-16 Giulia Di Nunno , Salvador Ortiz-Latorre , Andreas Petersson

The aim of the present paper is to estimate and control the Type I and Type II errors of a simple hypothesis testing problem of the drift/viscosity coefficient for stochastic fractional heat equation driven by additive noise. Assuming that…

概率论 · 数学 2014-07-22 Igor Cialenco , Liaosha Xu

We study a numerical method to compute probability density functions of solutions of stochastic differential equations. The method is sometimes called the numerical path integration method and has been shown to be fast and accurate in…

动力系统 · 数学 2016-11-29 Linghua Chen , Espen Robstad Jakobsen , Arvid Naess

A new sufficient condition is given for the sum of linear m-accretive operator and accretive operator one in a Hilbert space to be m-accretive. As an application, an extended result to the operator-norm error bound estimate for the…

泛函分析 · 数学 2020-09-03 Mohammed Benharrat

Many stochastic differential equations (SDEs) in the literature have a superlinearly growing nonlinearity in their drift or diffusion coefficient. Unfortunately, moments of the computationally efficient Euler-Maruyama approximation method…

概率论 · 数学 2020-11-25 Martin Hutzenthaler , Arnulf Jentzen

This article addresses a new class of fractional nonlocal neutral stochastic differential system of order 1<q<2 including non-instantaneous impulses(NIIs) and state-dependent delay(SDD) with the Poisson jumps and the Wiener process in…

偏微分方程分析 · 数学 2021-11-25 Surendra Kumar , Anjali Upadhyay

A new approximation format for solutions of partial differential equations depending on infinitely many parameters is introduced. By combining low-rank tensor approximation in a selected subset of variables with a sparse polynomial…

数值分析 · 数学 2025-06-25 Markus Bachmayr , Huqing Yang

We introduce a novel numerical approach for a class of stochastic dynamic programs which arise as discretizations of backward stochastic differential equations or semi-linear partial differential equations. Solving such dynamic programs…

数值分析 · 数学 2016-06-24 Christian Bender , Christian Gaertner , Nikolaus Schweizer