PICS Colloquium: “An introduction to neural ODEs in scientific machine learning.”
PICS Colloquium: “An introduction to neural ODEs in scientific machine learning.”
This is a quick introduction to neural ODEs for scientific applications. The goal is to (a) provide a modelling tool that enhances the expressivity of existing theory-driven approaches, (b) demonstrate that neural ODEs are easy to use via modern autodifferentiable software, and (c) give enough of the tips-and-tricks needed to make neural ODEs work in […]