Discretization-independent surrogate modeling over complex geometries using hypernetworks and implicit representations

James Duvall, Karthik Duraisamy, Shaowu Pan

Numerical solutions of partial differential equations (PDEs) require expensive simulations, limiting their application in design optimization, model-based control, and large-scale…