Learning Epidemic Models That Extrapolate, AI4Pandemics

1 · Christopher Rackauckas · July 25, 2021, 12:41 p.m.
I think this talk was pretty good so I wanted to link it here! Title: Learning Epidemic Models That Extrapolate Speaker Chris Rackauckas, https://chrisrackauckas.com/ Abstract: Modern techniques of machine learning are uncanny in their ability to automatically learn predictive models directly from data. However, they do not tend to work beyond their original training dataset. Mechanistic models utilize characteristics of the problem to ensure accurate qualitative extrapolation but can lack in ...