DeepONet Augmented by Randomized Neural Networks for Efficient Operator Learning in PDEs

Zhaoxi Jiang, Fei Wang

Deep operator networks (DeepONets) represent a powerful class of data-driven methods for operator learning, demonstrating strong approximation capabilities for a wide range of line…