CE48 - Fondements du numérique : informatique, automatique, traitement du signal 2022

Theory and practice of differential elimination – OCCAM

Submission summary

Given a system of differential equations, the aim of differential elimination is to compute implied relations that only involve a set of variables of special interest. It generalizes the classical Gaussian elimination to nonlinear differential equations. Techniques based on differential elimination have diverse application in modeling, system theory and control theory, including assessing parameter identifiability and model selection.
The proposed project aims at developing, analyzing, implementing, and applying new algorithms for differential elimination based on exploiting the structure of the systems of differential equations appearing in practice and developing new, more concise and efficient, representations for systems of differential equations arising as a result of differential elimination.

Project coordination

Gleb Pogudin (Ecole Polytechnique)

The author of this summary is the project coordinator, who is responsible for the content of this summary. The ANR declines any responsibility as for its contents.

Partnership

LIX Ecole Polytechnique

Help of the ANR 163,680 euros
Beginning and duration of the scientific project: April 2023 - 42 Months

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