DeepONet

Deep operator network (DeepONet) is a machine learning framework designed to learn nonlinear operators mapping between infinite-dimensional function spaces. It extends deep learning approaches to functional inputs and outputs, enabling efficient approximation of complex operators arising in scientific computing and engineering.