Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next

Salvatore Cuomo, Vincenzo Schiano di Cola, Fabio Giampaolo +3

Physics-Informed Neural Networks (PINN) are neural networks (NNs) that encode model equations, like Partial Differential Equations (PDE), as a component of the neural network itsel…