Bayesian Variational System Identification with Weak-Form Residual Likelihoods

Chengyang Huang, Siddhartha Srivastava, Krishna Garikipati +1

We consider system identification for discovering parameterized operators in governing partial differential equations (PDEs) from noisy spatiotemporal data. Building on variational…