Scientific Machine Learning Through Physics–Informed Neural Networks: Where we are and What’s Next
Abstract Physics-Informed Neural Networks (PINN) are neural networks (NNs) that encode model equations, like Partial Differential Equations (PDE), as a component of the neural n...