Uncertainty quantification of neural network models of evolving processes via Langevin sampling

Cosmin Safta, Reese E. Jones, Ravi G. Patel +4

We propose a scalable, approximate inference hypernetwork framework for a general model of history-dependent processes. The flexible data model is based on a neural ordinary differ…