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Title: Domain decomposition-based exponential time differencing methods for semilinear parabolic equations

Abstract

The localized exponential time differencing method based on overlapping domain decomposition has been recently introduced and successfully applied to parallel computations for extreme-scale numerical simulations of coarsening dynamics based on phase field models. In this paper, we focus on numerical solutions of a class of semilinear parabolic equations with the well-known Allen-Cahn equation as a special case. We initially study the semi-discrete system under the standard central difference spatial discretization and prove the equivalence between the monodomain problem and the corresponding multidomain problem obtained by the Schwarz waveform relaxation iteration. Then we develop the fully discrete localized exponential time differencing schemes and, by establishing the maximum bound principle, prove the convergence of the fully discrete localized solutions to the exact semi-discrete solution and the convergence of the iterative solutions. Numerical experiments are carried out to confirm the theoretical results in one-dimensional space and test the convergence and accuracy of the proposed algorithms with different numbers of subdomains in two-dimensional space.

Authors:
 [1];  [2];  [3]
  1. Hong Kong Polytechnic Univ. (Hong Kong)
  2. Univ. of South Carolina, Columbia, SC (United States)
  3. Auburn Univ., AL (United States)
Publication Date:
Research Org.:
Univ. of South Carolina, Columbia, SC (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR); USDOE Office of Science (SC), Biological and Environmental Research (BER). Climate and Environmental Sciences Division; National Natural Science Foundation of China (NSFC); National Science Foundation (NSF)
OSTI Identifier:
1631280
Grant/Contract Number:  
SC0020270; DMS-1818438; SC0016540
Resource Type:
Accepted Manuscript
Journal Name:
BIT Numerical Mathematics
Additional Journal Information:
Journal Volume: 61; Journal ID: ISSN 0006-3835
Publisher:
Springer Nature
Country of Publication:
United States
Language:
English
Subject:
97 MATHEMATICS AND COMPUTING; semilinear parabolic equation; overlapping domain decompositio; localized exponential time differencing; parallel Schwarz iteration

Citation Formats

Li, Xiao, Ju, Lili, and Hoang, Thi-Thao-Phuong. Domain decomposition-based exponential time differencing methods for semilinear parabolic equations. United States: N. p., 2020. Web. doi:10.1007/s10543-020-00817-0.
Li, Xiao, Ju, Lili, & Hoang, Thi-Thao-Phuong. Domain decomposition-based exponential time differencing methods for semilinear parabolic equations. United States. https://doi.org/10.1007/s10543-020-00817-0
Li, Xiao, Ju, Lili, and Hoang, Thi-Thao-Phuong. Fri . "Domain decomposition-based exponential time differencing methods for semilinear parabolic equations". United States. https://doi.org/10.1007/s10543-020-00817-0. https://www.osti.gov/servlets/purl/1631280.
@article{osti_1631280,
title = {Domain decomposition-based exponential time differencing methods for semilinear parabolic equations},
author = {Li, Xiao and Ju, Lili and Hoang, Thi-Thao-Phuong},
abstractNote = {The localized exponential time differencing method based on overlapping domain decomposition has been recently introduced and successfully applied to parallel computations for extreme-scale numerical simulations of coarsening dynamics based on phase field models. In this paper, we focus on numerical solutions of a class of semilinear parabolic equations with the well-known Allen-Cahn equation as a special case. We initially study the semi-discrete system under the standard central difference spatial discretization and prove the equivalence between the monodomain problem and the corresponding multidomain problem obtained by the Schwarz waveform relaxation iteration. Then we develop the fully discrete localized exponential time differencing schemes and, by establishing the maximum bound principle, prove the convergence of the fully discrete localized solutions to the exact semi-discrete solution and the convergence of the iterative solutions. Numerical experiments are carried out to confirm the theoretical results in one-dimensional space and test the convergence and accuracy of the proposed algorithms with different numbers of subdomains in two-dimensional space.},
doi = {10.1007/s10543-020-00817-0},
journal = {BIT Numerical Mathematics},
number = ,
volume = 61,
place = {United States},
year = {Fri May 01 00:00:00 EDT 2020},
month = {Fri May 01 00:00:00 EDT 2020}
}

Works referenced in this record:

Fast and accurate algorithms for simulating coarsening dynamics of Cahn–Hilliard equations
journal, October 2015


Analytical inversion of symmetric tridiagonal matrices
journal, April 1996


Phase transitions and generalized motion by mean curvature
journal, October 1992

  • Evans, L. C.; Soner, H. M.; Souganidis, P. E.
  • Communications on Pure and Applied Mathematics, Vol. 45, Issue 9
  • DOI: 10.1002/cpa.3160450903

Characteristic exponents and diagonally dominant linear differential systems
journal, July 1971


Thin film epitaxy with or without slope selection
journal, January 1999


Modeling Elasticity in Crystal Growth
journal, June 2002


Maximum Principle Preserving Exponential Time Differencing Schemes for the Nonlocal Allen--Cahn Equation
journal, January 2019

  • Du, Qiang; Ju, Lili; Li, Xiao
  • SIAM Journal on Numerical Analysis, Vol. 57, Issue 2
  • DOI: 10.1137/18M118236X

On Krylov Subspace Approximations to the Matrix Exponential Operator
journal, October 1997


Efficient implementation of essentially non-oscillatory shock-capturing schemes
journal, August 1988


Extreme-Scale Phase Field Simulations of Coarsening Dynamics on the Sunway TaihuLight Supercomputer
conference, November 2016

  • Zhang, Jian; Zhou, Chunbao; Wang, Yangang
  • SC16: International Conference for High Performance Computing, Networking, Storage and Analysis
  • DOI: 10.1109/SC.2016.3

Nonoverlapping Localized Exponential Time Differencing Methods for Diffusion Problems
journal, February 2020


Overlapping localized exponential time differencing methods for diffusion problems
journal, January 2018

  • Hoang, Thi-Thao-Phuong; Ju, Lili; Wang, Zhu
  • Communications in Mathematical Sciences, Vol. 16, Issue 6
  • DOI: 10.4310/CMS.2018.v16.n6.a3

SERK2v2: A new second-order stabilized explicit Runge-Kutta method for stiff problems: SERK2v2
journal, February 2012

  • Kleefeld, B.; Martín-Vaquero, J.
  • Numerical Methods for Partial Differential Equations, Vol. 29, Issue 1
  • DOI: 10.1002/num.21704

Strong Stability Preserving Integrating Factor Runge--Kutta Methods
journal, January 2018

  • Isherwood, Leah; Grant, Zachary J.; Gottlieb, Sigal
  • SIAM Journal on Numerical Analysis, Vol. 56, Issue 6
  • DOI: 10.1137/17M1143290

Exponential Time Differencing for Stiff Systems
journal, March 2002


A waveform relaxation algorithm with overlapping splitting for reaction diffusion equations
journal, March 1999


Exponential integrators
journal, May 2010


Strong Stability-Preserving High-Order Time Discretization Methods
journal, January 2001


Energy stability and error estimates of exponential time differencing schemes for the epitaxial growth model without slope selection
journal, September 2017

  • Ju, Lili; Li, Xiao; Qiao, Zhonghua
  • Mathematics of Computation, Vol. 87, Issue 312
  • DOI: 10.1090/mcom/3262

Generalized Runge-Kutta Processes for Stable Systems with Large Lipschitz Constants
journal, September 1967

  • Lawson, J. Douglas
  • SIAM Journal on Numerical Analysis, Vol. 4, Issue 3
  • DOI: 10.1137/0704033

Space-Time Continuous Analysis of Waveform Relaxation for the Heat Equation
journal, November 1998


Fast Explicit Integration Factor Methods for Semilinear Parabolic Equations
journal, May 2014


Fast High-Order Compact Exponential Time Differencing Runge–Kutta Methods for Second-Order Semilinear Parabolic Equations
journal, October 2015


Analysis and Approximation of the Ginzburg–Landau Model of Superconductivity
journal, March 1992

  • Du, Qiang; Gunzburger, Max D.; Peterson, Janet S.
  • SIAM Review, Vol. 34, Issue 1
  • DOI: 10.1137/1034003

Computing the Action of the Matrix Exponential, with an Application to Exponential Integrators
journal, January 2011

  • Al-Mohy, Awad H.; Higham, Nicholas J.
  • SIAM Journal on Scientific Computing, Vol. 33, Issue 2
  • DOI: 10.1137/100788860

High order explicit methods for parabolic equations
journal, June 1998

  • Medovikov, Alexei A.
  • BIT Numerical Mathematics, Vol. 38, Issue 2
  • DOI: 10.1007/BF02512373

Explicit Exponential Runge--Kutta Methods for Semilinear Parabolic Problems
journal, January 2005

  • Hochbruck, Marlis; Ostermann, Alexander
  • SIAM Journal on Numerical Analysis, Vol. 43, Issue 3
  • DOI: 10.1137/040611434

A microscopic theory for antiphase boundary motion and its application to antiphase domain coarsening
journal, June 1979


Free Energy of a Nonuniform System. I. Interfacial Free Energy
journal, February 1958

  • Cahn, John W.; Hilliard, John E.
  • The Journal of Chemical Physics, Vol. 28, Issue 2
  • DOI: 10.1063/1.1744102