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Dimensionality Reduction and Metastability Analysis using the Koopman Operator

7 sept. 2023, 10:00
1h
Institut Pascal

Institut Pascal

Bâtiment 530, Rue André Rivière 91400 Orsay

Orateur

Feliks Nüske (Max Planck Institute DCTS Magdeburg)

Description

The Koopman Operator presents a powerful framework for dimensionality reduction of (stochastic) dynamical systems. In addition, metastable sets and their rates of transition can be obtained by analysing its spectrum. In this talk, we first recap the basics of Koopman methods, and then move on to discuss recent advances and current challenges.

Documents de présentation

Aucun document.