Generalizing PDE Emulation with Equation-Aware Neural Operators

Qian-Ze Zhu, Paul Raccuglia, Michael P. Brenner

Solving partial differential equations (PDEs) can be prohibitively expensive using traditional numerical methods. Deep learning-based surrogate models typically specialize in a sin…