Accelerating phase field simulations through a hybrid adaptive Fourier neural operator with U-net backbone

Abstract Prolonged contact between a corrosive liquid and metal alloys can cause progressive dealloying. For one such process as liquid-metal dealloying (LMD), phase field models have been developed to understand the mechanisms leading to complex morphologies. However, the LMD governing equations in...

Full description

Bibliographic Details

Published in:	npj Computational Materials
Main Authors:	Christophe Bonneville, Nathan Bieberdorf, Arun Hegde, Mark Asta, Habib N. Najm, Laurent Capolungo, Cosmin Safta
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-01-01
Online Access:	https://doi.org/10.1038/s41524-024-01488-z