Michael Prasthofer

Variable-Input Deep Operator Networks

2022 · arXiv (Cornell University)

Existing architectures for operator learning require that the number and locations of sensors (where the input functions are evaluated) remain the same across all training and test samples, significantly restricting the range of their applicability. …