PHASE: Physics-Integrated, Heterogeneity-Aware Surrogates for Scientific Simulations

Dawei Gao, Dali Wang, Zhuowei Gu +5

Large-scale numerical simulations underpin modern scientific discovery but remain constrained by prohibitive computational costs. AI surrogates offer acceleration, yet adoption in…