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math.NA2026

A Two-Level Preconditioner Based on Dominant Components for Time-Dependent Multiscale High-Contrast Problem

Yating Wang, Yibao Li, Wing Tat Leung

In this work, we develop a two-level overlapping preconditioner for time-dependent problems in high-contrast multiscale media. We present a coarse-space construction based on multi…

math.NA2025

An exponential integrator multicontinuum homogenization method for fractional diffusion problem with multiscale coefficients

Yifei Gao, Yating Wang, Wing Tat Leung +1

In this paper, we present a robust and fully discretized method for solving the time fractional diffusion equation with high-contrast multiscale coefficients. We establish the homo…

math.NA2024

Parallel in time partially explicit splitting scheme for high contrast linear multiscale diffusion problems

Yating Wang, Zhengya Yang, Wing Tat Leung

Solving multiscale diffusion problems is often computationally expensive due to the spatial and temporal discretization challenges arising from high-contrast coefficients. To addre…

math.NA2024

Partially explicit splitting scheme with explicit-implicit-null method for nonlinear multiscale flow problems

Yating Wang, Wing Tat Leung

In this work, we present an efficient approach to solve nonlinear high-contrast multiscale diffusion problems. We incorporate the explicit-implicit-null (EIN) method to separate th…

math.NA2024

Learning-based Multi-continuum Model for Multiscale Flow Problems

Fan Wang, Yating Wang, Wing Tat Leung +1

Multiscale problems can usually be approximated through numerical homogenization by an equation with some effective parameters that can capture the macroscopic behavior of the orig…