Separable DeepONet: Breaking the Curse of Dimensionality in Physics-Informed Machine Learning

Luis Mandl, Somdatta Goswami, Lena Lambers +1

The deep operator network (DeepONet) is a popular neural operator architecture that has shown promise in solving partial differential equations (PDEs) by using deep neural networks…