Ensemble and Mixture-of-Experts DeepONets For Operator Learning

Ramansh Sharma, Varun Shankar

We present a novel deep operator network (DeepONet) architecture for operator learning, the ensemble DeepONet, that allows for enriching the trunk network of a single DeepONet with…