Generative ODE Modeling with Known Unknowns

24 Mar 2020Ori LinialDanny EytanUri Shalit

In several crucial applications, domain knowledge is encoded by a system of ordinary differential equations (ODE). A motivating example is intensive care unit patients: The dynamics of some vital physiological variables such as heart rate, blood pressure and arterial compliance can be approximately described by a known system of ODEs... (read more)

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