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In this paper, we propose and analyze a positivity-preserving, energy stable numerical scheme for certain type reaction-diffusion systems involving the Law of Mass Action with the detailed balance condition. The numerical scheme is…

数值分析 · 数学 2021-04-07 Chun Liu , Cheng Wang , Yiwei Wang

A second-order accurate in time, positivity-preserving, and unconditionally energy stable operator splitting numerical scheme is proposed and analyzed for the system of reaction-diffusion equations with detailed balance. The scheme is…

数值分析 · 数学 2021-09-08 Chun Liu , Cheng Wang , Yiwei Wang

Systems of reaction-diffusion equations are commonly used in biological models of food chains. The populations and their complicated interactions present numerous challenges in theory and in numerical approximation. In particular,…

数值分析 · 数学 2015-10-28 Matthew Beauregard , Joshua Padgett , Rana Parshad

Self- and cross-diffusion are important nonlinear spatial derivative terms that are included into biological models of predator-prey interactions. Self-diffusion models overcrowding effects, while cross-diffusion incorporates the response…

数值分析 · 数学 2024-12-20 Matthew A. Beauregard , Joshua L. Padgett

In this paper, we develop a class of samplers for the diffusion model using the operator-splitting technique. The linear drift term and the nonlinear score-driven drift of the probability flow ordinary differential equation are split and…

数值分析 · 数学 2026-01-27 Peiyi Liu , Zhaoqiang Liu , Yiqi Gu

We consider Lie and Strang splitting for the time integration of constrained partial differential equations with a nonlinear reaction term. Since such systems are known to be sensitive with respect to perturbations, the splitting procedure…

数值分析 · 数学 2016-07-27 Robert Altmann , Alexander Ostermann

A space discrete approximation to a highly nonlinear reaction-diffusion system endowed with a stochastic dynamical boundary condition is analyzed and the convergence of the discrete scheme to the solution to the corresponding continuum…

In this paper we mathematically characterize through a Lie formalism the local errors induced by operator splitting when solving nonlinear reaction-diffusion equations, especially in the non-asymptotic regime. The non-asymptotic regime is…

Nonlinear parabolic equations are frequently encountered in applications and efficient approximating techniques for their solution are of great importance. In order to provide an effective scheme for the temporal approximation of such…

数值分析 · 数学 2020-02-28 Monika Eisenmann , Eskil Hansen

In this paper, we combine the operator splitting methodology for abstract evolution equations with that of stochastic methods for large-scale optimization problems. The combination results in a randomized splitting scheme, which in a given…

数值分析 · 数学 2022-10-12 Monika Eisenmann , Tony Stillfjord

One of the most fascinating phenomena observed in reaction-diffusion systems is the emergence of segregated solutions, i.e. population densities with disjoint supports. We analyse such a reaction cross-diffusion system. In order to prove…

偏微分方程分析 · 数学 2017-11-16 José A. Carrillo , Simone Fagioli , Filippo Santambrogio , Markus Schmidtchen

The efficiency of exact simulation methods for the reaction-diffusion master equation (RDME) is severely limited by the large number of diffusion events if the mesh is fine or if diffusion constants are large. Furthermore, inherent…

数值分析 · 计算机科学 2015-06-15 Andreas Hellander , Michael Lawson , Brian Drawert , Linda Petzold

The paper considers an Euler discretization based numerical scheme for approximating functionals of invariant distribution of an ergodic diffusion. Convergence of the numerical scheme is shown for suitably chosen discretization step, and a…

概率论 · 数学 2018-05-31 Arnab Ganguly , P. Sundar

A time-stepping L1 scheme for subdiffusion equation with a Riemann--Liouville time-fractional derivative is developed and analyzed. This is the first paper to show that the L1 scheme for the model problem under consideration is second-order…

数值分析 · 数学 2019-09-17 Kassem Mustapha

This paper introduces a stabilized finite element scheme for the Cahn--Hilliard cross-diffusion model, which is characterized by strongly coupled mobilities, nonlinear diffusion, and complex cross-diffusion terms. These features pose…

数值分析 · 数学 2025-05-08 Boyi Wang , Naresh Kumar , Jinyun Yuan

We present upper bounds for the numerical errors introduced when using operator splitting methods to integrate transport and non-linear chemistry processes in global chemical transport models (CTM). We show that (a) operator splitting…

数值分析 · 数学 2015-11-09 Mauricio Santillana , Ling Zhang , Robert Yantosca

Explicit numerical finite difference schemes for partial differential equations are well known to be easy to implement but they are particularly problematic for solving equations whose solutions admit shocks, blowups and discontinuities.…

Splitting methods constitute a well-established class of numerical schemes for solving convection-diffusion-reaction problems. They have been shown to be effective in solving problems with periodic boundary conditions. However, in the case…

数值分析 · 数学 2025-02-14 Thi Tam Dang , Lukas Einkemmer , Alexander Ostermann

We derive a numerical method, based on operator splitting, to abstract parabolic semilinear boundary coupled systems. The method decouples the linear components which describe the coupling and the dynamics in the bulk and on the surface,…

数值分析 · 数学 2022-10-19 Petra Csomós , Bálint Farkas , Balázs Kovács

The convergence to equilibrium of mass action reaction-diffusion systems arising from networks of chemical reactions is studied. The considered reaction networks are assumed to satisfy the detailed balance condition and have no boundary…

偏微分方程分析 · 数学 2017-02-13 Klemens Fellner , Bao Quoc Tang
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