Local gradient neural operator
This work proposes the local gradient neural operator (LGNO) as a lightweight and interpretable alternative for field temporal evolution prediction and source identification in typical mechanical problems and exhibits wide applicability to mechanical problems including diffusion, flow, and quantum phenomena.