In this tutorial, we will demonstrate how to perform posterior inference using Hamiltonian Monte Carlo (HMC) in Bayesian Physics-Informed Neural Networks (PINNs). By using the Jax library, we will ...

This MATLAB implementation trains a Physics-Informed Neural Network (PINN) to solve the Navier-Stokes equations for incompressible fluid flow. The model is validated against the well-known Lid-Driven ...