DON-LSTM: Multi-Resolution Learning with DeepONets and Long Short-Term Memory Neural Networks

Katarzyna Michałowska, Somdatta Goswami, George Em Karniadakis +1

Deep operator networks (DeepONets, DONs) offer a distinct advantage over traditional neural networks in their ability to be trained on multi-resolution data. This property becomes…