Data-Efficient Neural Operator Training via Physics-Based Active Learning

Alicja Polanska, Lorenzo Zanisi, Vignesh Gopakumar +1

Solving partial differential equations with neural operators significantly reduces computational costs but remains bottlenecked by high training data requirements. Active learning…