NewPINNs: Physics-Informing Neural Networks Using Conventional Solvers for Partial Differential Equations

Satish Chandran, Maedeh Makki, Maziar Raissi +2

We introduce NewPINNs, a physics-informing learning framework that couples neural networks with conventional numerical solvers for solving differential equations. Rather than enfor…