A SAV Neural Network Method for Allen--Cahn and Cahn--Hilliard Equations

Tao Luo, Guihong Wang, Wei Zhao

Phase-field equations are fundamental examples of gradient-flow systems and require numerical solvers that preserve intrinsic energy dissipation. In this work, we propose a neural…