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

1 code implementation • 14 Sep 2021 • James Duvall, Karthik Duraisamy, Shaowu Pan

Test cases include a vehicle-aerodynamics problem with complex geometry and limited training data, with a design-variable hypernetwork performing best, with a competitive time-to-best-model despite a much greater parameter count.