Physics-informed operator learning for transferable energy-dissipative microstructure dynamics

Jie Xiong, Yue Wu, Xuewei Zhou +2

Phase-field simulations provide mechanistic descriptions of microstructure evolution, but repeated high-fidelity integration over long horizons and broad parameter spaces remains c…