Physics-Informed Neural Networks with Hard Nonlinear Equality and Inequality Constraints

Ashfaq Iftakher, Rahul Golder, Bimol Nath Roy +1

Traditional physics-informed neural networks (PINNs) do not guarantee strict constraint satisfaction. This is problematic in engineering systems where minor violations of governing…