Search Results for author: Ori Linial

Found 3 papers, 1 papers with code

CONFIDE: Contextual Finite Differences Modelling of PDEs

no code implementations28 Mar 2023 Ori Linial, Orly Avner, Dotan Di Castro

We introduce a method for inferring an explicit PDE from a data sample generated by previously unseen dynamics, based on a learned context.

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

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