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

2 code implementations • 14 Jan 2022 • Salvatore Cuomo, Vincenzo Schiano di Cola, Fabio Giampaolo, Gianluigi Rozza, Maziar Raissi, Francesco Piccialli

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 itself.

Multi-Task Learning