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Startseite Mollenhauer, Mattes

Mollenhauer, Mattes

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Bereich
Mathematics of Complex Systems
Abteilung
Modeling and Simulation of Complex Processes
Arbeitsgruppe
Computational Molecular Design

Publications

2023
Optimal Reaction Coordinates: Variational Characterization and Sparse Computation Multiscale Modelling & Simulation, 21(2), pp. 449-488, 2023 Andreas Bittracher, Mattes Mollenhauer, Péter Koltai, Christof Schütte BibTeX
arXiv
DOI
2022
Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence Journal of Machine Learning Research, 23(327), pp. 1-34, 2022 Mattes Mollenhauer, Stefan Klus, Christof Schütte, Péter Koltai BibTeX
arXiv
2020
Singular Value Decomposition of Operators on Reproducing Kernel Hilbert Spaces Advances om Dynamics, Optimization and Computation. Series: Studies in Systems, Decision and Control. A volume dedicated to Michael Dellnitz on his 60th birthday, Vol.304, pp. 109-131, Oliver Junge, O. Schütze, Gary Froyland, S. Ober-Blobaum, K. Padberg-Gehle (Eds.), Springer International, 2020, ISBN: 978-3-030-51264-4 Mattes Mollenhauer, Ingmar Schuster, Stefan Klus, Christof Schütte BibTeX
DOI
2019
Kernel methods for detecting coherent structures in dynamical data Chaos: An Interdisciplinary Journal of Nonlinear Science, 29(12), 2019 Stefan Klus, Brooke E. Husic, Mattes Mollenhauer, Frank Noe BibTeX
DOI