Logo image
A Second-Order Accurate, Operator Splitting Scheme for Reaction-Diffusion Systems in an Energetic Variational Formulation
Journal article   Peer reviewed

A Second-Order Accurate, Operator Splitting Scheme for Reaction-Diffusion Systems in an Energetic Variational Formulation

Chun Liu, Cheng Wang and Yiwei Wang
SIAM journal on scientific computing, Vol.44(4), pp.A2276-A2301
01/01/2022

Abstract

Mathematics, Applied Science & Technology Mathematics Physical Sciences
A second-order accurate in time, positivity-preserving, and unconditionally energy stable operator splitting scheme is proposed and analyzed for reaction-diffusion systems with the detailed balance condition. The scheme is designed based on an energetic variational formulation, in which the reaction part is reformulated in terms of the reaction trajectory, and both the reaction and diffusion parts dissipate the same free energy. At the reaction stage, the reaction trajectory equation is approximated by a second-order Crank-Nicolson type method. The unique solvability, positivity-preserving property, and energy stability are established based on a convexity analysis. In the diffusion stage, an exact integrator is applied if the diffusion coefficients are constant, and a Crank-Nicolson type scheme is constructed if the diffusion part is nonlinear. In either case, both the positivity-preserving property and energy stability could be theoretically established. Moreover, a combination of the numerical algorithms at both stages by the Strang splitting approach leads to a second-order accurate, structure-preserving scheme for the original reaction-diffusion system. Numerical experiments are presented, which demonstrate the accuracy and the energy stability of the proposed scheme.

Metrics

1 Record Views

Details

Logo image