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Exploiting the Kronecker product structure of φ−functions in exponential integrators

Exploiting the Kronecker product structure of \(\varphi\)-functions in exponential integrators
Authors: Muñoz‐Matute, Judit; Pardo, David; Calo, Victor M.;

Exploiting the Kronecker product structure of φ−functions in exponential integrators

Abstract

AbstractExponential time integrators are well‐established discretization methods for time semilinear systems of ordinary differential equations. These methods use functions, which are matrix functions related to the exponential. This work introduces an algorithm to speed up the computation of the function action over vectors for two‐dimensional (2D) matrices expressed as a Kronecker sum. For that, we present an auxiliary exponential‐related matrix function that we express using Kronecker products of one‐dimensional matrices. We exploit state‐of‐the‐art implementations of functions to compute this auxiliary function's action and then recover the original action by solving a Sylvester equation system. Our approach allows us to save memory and solve exponential integrators of 2D+time problems in a fraction of the time traditional methods need. We analyze the method's performance considering different linear operators and with the nonlinear 2D+time Allen–Cahn equation.

Country
Spain
Keywords

Numerical computation of matrix exponential and similar matrix functions, semilinear parabolic problems, Kronecker sum, Sylvester equation, \(\varphi\)-functions, finite element method, φ−functions, Finite element, Rayleigh-Ritz and Galerkin methods for initial value and initial-boundary value problems involving PDEs, Numerical methods for initial value problems involving ordinary differential equations, exponential integrators

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
7
Top 10%
Average
Top 10%
Green