Generalization Guarantees for Multi-Input Neural Operator Learning in Sobolev Spaces

Yahong Yang, Zecheng Zhang, Wei Zhu +2

We develop approximation and generalization error estimates for multi-input neural operators, with the output error measured in Sobolev norms. In contrast to standard operator-lear…