Parallel-in-Time Solution of Allen-Cahn Equations by Integrating Operator Learning into the Parareal Method

Yuwei Geng, Junqi Yin, Eric C. Cyr +2

While recent advances in deep learning have shown promising efficiency gains in solving time-dependent partial differential equations (PDEs), matching the accuracy of conventional…