BelNet: Basis enhanced learning, a mesh-free neural operator

Zecheng Zhang, Wing Tat Leung, Hayden Schaeffer

Operator learning trains a neural network to map functions to functions. An ideal operator learning framework should be mesh-free in the sense that the training does not require a…