Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery

Pongpisit Thanasutives, Takashi Morita, Masayuki Numao +1

We propose a new parameter-adaptive uncertainty-penalized Bayesian information criterion (UBIC) to prioritize the parsimonious partial differential equation (PDE) that sufficiently…