Generative ODE Modeling with Known Unknowns

3 code implementations • ICLR Workshop DeepDiffEq 2019 • Ori Linial, Neta Ravid, Danny Eytan, Uri Shalit

A motivating example is intensive care unit patients: the dynamics of vital physiological functions, such as the cardiovascular system with its associated variables (heart rate, cardiac contractility and output and vascular resistance) can be approximately described by a known system of ODEs.

Known Unknowns Time Series Analysis