Partitioned Exponential Methods for Coupled Multiphysics Systems

TL;DR

This paper introduces a novel partitioned exponential integration approach for coupled multiphysics systems, enabling efficient and accurate time integration by evolving each physical component separately and exchanging information through coupling terms.

Contribution

It develops a new class of partitioned exponential methods based on a general-structure additive formulation, extending exponential integrator families for multiphysics problems.

Findings

New methods outperform traditional exponential integrators in some multiphysics problems.

Constructed third-order methods based on Rosenbrock-type and EPIRK families.

Implementation optimizations improve performance on reaction-diffusion systems.

Abstract

Multiphysics problems involving two or more coupled physical phenomena are ubiquitous in science and engineering. This work develops a new partitioned exponential approach for the time integration of multiphysics problems. After a possible semi-discretization in space, the class of problems under consideration is modeled by a system of ordinary differential equations where the right-hand side is a summation of two component functions, each corresponding to a given set of physical processes. The partitioned-exponential methods proposed herein evolve each component of the system via an exponential integrator, and information between partitions is exchanged via coupling terms. The traditional approach to constructing exponential methods, based on the variation-of-constants formula, is not directly applicable to partitioned systems. Rather, our approach to developing new partitioned-exponential families is based on a general-structure additive formulation of the schemes. Two method formulations are considered, one based on a linear-nonlinear splitting of the right hand component functions, and another based on approximate Jacobians. The paper develops classical (non-stiff) order conditions theory for partitioned exponential schemes based on particular families of T-trees and B-series theory. Several practical methods of third order are constructed that extend the Rosenbrock-type and EPIRK families of exponential integrators. Several implementation optimizations specific to the application of these methods to reaction-diffusion systems are also discussed. Numerical experiments reveal that the new partitioned-exponential methods can perform better than traditional unpartitioned exponential methods on some problems.