Learning differentiable solvers for systems with hard constraints

Geoffrey Négiar, Michael W. Mahoney, Aditi S. Krishnapriyan

We introduce a practical method to enforce partial differential equation (PDE) constraints for functions defined by neural networks (NNs), with a high degree of accuracy and up to…