SVD Perspectives for Augmenting DeepONet Flexibility and Interpretability

Simone Venturi, Tiernan Casey

Deep operator networks (DeepONets) are powerful architectures for fast and accurate emulation of complex dynamics. As their remarkable generalization capabilities are primarily ena…