The Central Role of Differential Programming and Related Automatic Differentiation

You're speaking at the differential programming workshop. Can you talk a little bit about that workshop and the ways in which differential programming is expressed in your work? Yes, i can maybe take one or even two steps backs on how so for the central role of differentia programming and related automatic differentiation plays. So we have these models, and let a even conventional form, if youve just without any machine learning, let's just take juste forward model. The big challenges in our community is so these models have uncertainties, and these come in from initial conditions.