Space-time multilevel Monte Carlo methods and their application to cardiac electrophysiology

Bader Seif Ben,Benedusi Pietro,Quaglino Alessio,Zulian Patrick,Krause Rolf

Journal of Computational Physics（2021）

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摘要

•Fully parallel Uncertainty Quantification framework in space, time and stochastics.•Multilevel Monte-Carlo work reduction on a time-dependent non-linear PDE.•Uncertainty Quantification with high-dimensional quantity-of-interest on 3D+1 domains.

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关键词

Uncertainty Quantification,Multilevel methods,Space-time finite elements (3D+1),Cardiac electrophysiology,Monodomain equation

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