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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
Mollenhauer, Mattes
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
Mollenhauer, Mattes
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
Mollenhauer, Mattes
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
Mollenhauer, Mattes