Hybridization of Neural Networks and Numerical Solvers in JAX with Differentiable Physics (Lecture and Practical Workshop)

I was invited to give a lecture and practical sessions at the Workshop on Machine Learning and Automatic Differentiation in JAX for Scientific Computing hosted by the University of Strasbourg in June 2026. For this, I presented a lecture on hybridization (i.e., how to marry neural networks and numerical solvers) as well as a practical session on using the Exponax solver suite in JAX for solving…