Core Concepts
Explicit exponential Runge-Kutta (EERK) methods can preserve the original energy dissipation law unconditionally if the associated differentiation matrix is positive semi-definite. The average dissipation rate is introduced as a simple indicator to evaluate the overall energy dissipation rate of an EERK method.
Abstract
The article proposes a unified theoretical framework to examine the energy dissipation properties of explicit exponential Runge-Kutta (EERK) methods for solving gradient flow problems. The key aspects are:
Constructing the differential form of EERK methods using difference coefficients and discrete orthogonal convolution kernels.
Proving that an EERK method can preserve the original energy dissipation law unconditionally if the associated differentiation matrix is positive semi-definite.
Introducing the average dissipation rate as a simple indicator to evaluate the overall energy dissipation rate of an EERK method.
The article analyzes several second-order and third-order EERK methods from the perspective of preserving the energy dissipation law and the energy dissipation rate. Numerical examples are provided to support the theoretical results.