Variationally correct operator learning: Reduced basis neural operator with a posteriori error estimation

Yuan Qiu, Wolfgang Dahmen, Peng Chen

Minimizing PDE-residual losses is a common strategy to promote physical consistency in neural operators. However, standard formulations often lack variational correctness, meaning…