KROM: Kernelized Reduced Order Modeling

Aras Bacho, Jonghyeon Lee, Houman Owhadi

We propose KROM, a kernel-based reduced-order framework for fast solution of nonlinear partial differential equations. KROM formulates PDE solution as a minimum-norm (Gaussian-proc…