PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information

Liqiu Dong, Marta Zagorowska, Tong Liu +2

Physics informed neural networks (PINNs) have recently been proposed as surrogate models for solving process optimization problems. However, in an active learning setting collectin…