Localized Operator Learning with Adaptive Partition-of-Unity Mixture-of-Expert Networks

Madison Cooley, Ramansh Sharma, Shandian Zhe +2

Operator learning methods such as DeepONets and FNOs often struggle with PDE families featuring sharp interfaces, heterogeneous coefficients, and localized multiscale structures. W…