A Hands on Introduction to Applied Scientific Machine Learning / Physics-Informed Learning

Presented at JuliaEO25 This is a hands-on introduction to Scientific Machine Learning that does not assume a background in machine learning. We start scratch, showing the mathematical basis of “what is a neural network?” all the way up through adding physical intuition to the neural network and using it solve problem in epidemic outbreaks to improving sensor tracking of Formula 1 cars. The post A…