Yi-Fei Long

Operator-Budget Evaluation of Residual-Adaptive Sampling in Physics-Informed Neural Networks

Residual-adaptive collocation is commonly compared at equal optimizer steps, although maintaining its sampling proposal requires PDE-residual evaluations in addition to those used for training. Such comparisons can obscure whether an apparent gain comes from point placement or from additional information work. We intro...