Scientific Machine Learning Mini-Course

Video recordings are available below:

Differentiable Physics:

Symmetries, Physical Systems and Machine Learning:

Machine Learning Potentials and Force Fields for Materials Chemistry:

ML meets Information Theory and Statistical Mechanics:

ML for Fluid Dynamics:

Quantum Machine Learning:

ML-Embedded Physical Models:

ML Obeying Physical Symmetries:

Physics-Regularized ML: