Weifang Weng

Injective attention neural operators for partial differential equations on large-scale problems

Partial differential equations (PDEs) play a central role in modeling physical phenomena across science and engineering, including fluid dynamics, solid mechanics, electromagnetics, and multiphysics systems. Repeatedly solving PDEs over varying inputs, geometries, and parameters...