The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers?

Stefano Markidis

Physics-Informed Neural Networks (PINN) are neural networks encoding the problem governing equations, such as Partial Differential Equations (PDE), as a part of the neural network.…