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cs.LG2024
An End-to-End Deep Learning Method for Solving Nonlocal Allen-Cahn and Cahn-Hilliard Phase-Field Models
Yuwei Geng, Olena Burkovska, Lili Ju +2
We propose an efficient end-to-end deep learning method for solving nonlocal Allen-Cahn (AC) and Cahn-Hilliard (CH) phase-field models. One motivation for this effort emanates from…
math.NA2024★ 1 cited
An efficient proximal-based approach for solving nonlocal Allen-Cahn equations
Olena Burkovska, Ilyas Mustapha
In this work, we present an efficient approach for the spatial and temporal discretization of the nonlocal Allen-Cahn equation, which incorporates various double-well potentials an…