Self-test loss functions for learning weak-form operators and gradient flows

Yuan Gao, Quanjun Lang, Fei Lu

The construction of loss functions presents a major challenge in data-driven modeling involving weak-form operators in PDEs and gradient flows, particularly due to the need to sele…