离散化
数学
能量(信号处理)
数学分析
理论(学习稳定性)
指数函数
傅里叶变换
时间离散化
应用数学
计算机科学
统计
机器学习
作者
Wenbin Chen,Weijia Li,Cheng Wang,Shufen Wang,Xiaoming Wang
标识
DOI:10.1007/s40687-020-00212-9
摘要
We discuss how to combine exponential time differencing technique with multi-step method to develop higher order in time linear numerical scheme that are energy stable for certain gradient flows with the aid of a generalized viscous damping term. As an example, a stabilized third order in time accurate linear exponential time differencing (ETD) scheme for the epitaxial thin film growth model without slope selection is proposed and analyzed. An artificial stabilizing term $$A\tau ^3\frac{\partial \Delta ^3 u}{\partial t}$$
is added to ensure energy stability, with ETD-based multi-step approximations and Fourier pseudo-spectral method applied in the time integral and spatial discretization of the evolution equation, respectively. Long-time energy stability and an $$\ell ^{\infty }(0,T; \ell ^2)$$
error analysis are provided, based on the energy method. In addition, a few numerical experiments are presented to demonstrate the energy decay and convergence rate.
科研通智能强力驱动
Strongly Powered by AbleSci AI