Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert Spaces
Klus, Stefan, Schuster, Ingmar, Muandet, Krikamol
Published in Journal of nonlinear science (01.02.2020)
Published in Journal of nonlinear science (01.02.2020)
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Journal Article
A kernel-based approach to molecular conformation analysis
Klus, Stefan, Bittracher, Andreas, Schuster, Ingmar, Schütte, Christof
Published in The Journal of chemical physics (28.12.2018)
Published in The Journal of chemical physics (28.12.2018)
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Journal Article
Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator
Klus, Stefan, Nüske, Feliks, Hamzi, Boumediene
Published in Entropy (Basel, Switzerland) (30.06.2020)
Published in Entropy (Basel, Switzerland) (30.06.2020)
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Journal Article
Kernel methods for detecting coherent structures in dynamical data
Klus, Stefan, Husic, Brooke E, Mollenhauer, Mattes, Noé, Frank
Published in Chaos (Woodbury, N.Y.) (01.12.2019)
Published in Chaos (Woodbury, N.Y.) (01.12.2019)
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Journal Article
Data-Driven Model Reduction and Transfer Operator Approximation
Klus, Stefan, Nüske, Feliks, Koltai, Péter, Wu, Hao, Kevrekidis, Ioannis, Schütte, Christof, Noé, Frank
Published in Journal of nonlinear science (01.06.2018)
Published in Journal of nonlinear science (01.06.2018)
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Journal Article
GraphKKE: graph Kernel Koopman embedding for human microbiome analysis
Melnyk, Kateryna, Klus, Stefan, Montavon, Grégoire, Conrad, Tim O. F.
Published in Applied network science (01.12.2020)
Published in Applied network science (01.12.2020)
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Journal Article
Estimation of Koopman Transfer Operators for the Equatorial Pacific SST
Navarra, Antonio, Tribbia, Joe, Klus, Stefan
Published in Journal of the atmospheric sciences (01.04.2021)
Published in Journal of the atmospheric sciences (01.04.2021)
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Journal Article
Koopman analysis of quantum systems
Klus, Stefan, Nüske, Feliks, Peitz, Sebastian
Published in Journal of physics. A, Mathematical and theoretical (05.08.2022)
Published in Journal of physics. A, Mathematical and theoretical (05.08.2022)
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Journal Article