SPINN: Sparse, Physics-based, and partially Interpretable Neural Networks for PDEs

Amuthan A. Ramabathiran, Prabhu Ramachandran

We introduce a class of Sparse, Physics-based, and partially Interpretable Neural Networks (SPINN) for solving ordinary and partial differential equations (PDEs). By reinterpreting…