Mechanistic Neural Networks for Scientific Machine Learning

Adeel Pervez, Francesco Locatello, Efstratios Gavves

This paper presents Mechanistic Neural Networks, a neural network design for machine learning applications in the sciences. It incorporates a new Mechanistic Block in standard arch…