Max Planck Institute for Dynamics of Complex Technical Systems

Publications DMP group

Journal Article (1)

Journal Article

Philipp, F.; Schaller, M.; Worthmann, K.; Peitz, S.; Nüske, F.: Error bounds for kernel-based approximations of the Koopman operator. Applied and Computational Harmonic Analysis 71, 101657 (2024)

MPG.PuRe

DOI

pre-print

publisher-version

Preprint (1)

Preprint

Philipp, F. M.; Schaller, M.; Boshoff, S.; Peitz, S.; Nüske, F.; Worthmann, K.: Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency. (2024)

MPG.PuRe

pre-print

Previous publications by Feliks Nüske can be found here.

Key Publications

Nüske, F.; Gelß, P.; Klus, S.; Clementi, C.: Tensor-based computation of metastable and coherent sets. Physica D: Nonlinear Phenomena 427, 133018 (2021)

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Klus, S.; Nüske, F.; Peitz, S.; Niemann, J.-H.; Clementi, C.; Schütte, C.: Data-driven approximation of the Koopman generator: Model reduction, system identification, and control. Physica D: Nonlinear Phenomena 406, 132416 (2020)

MPG.PuRe

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Klus, S.; Nüske, F.; Koltai, P.; Wu, H.; Kevrekidis, I.; Schütte, C.; Noé, F.: Data-Driven Model Reduction and Transfer Operator Approximation. Journal of Nonlinear Science 28, pp. 985 - 1010 (2018)

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Nüske, F.; Keller, B. G.; Pérez-Hernández, G.; Mey, A. S. J. S.; Noé, F.: Variational Approach to Molecular Kinetics. Journal of Chemical Theory and Computation 10, pp. 1739 - 1752 (2014)

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Noé, F.; Nüske, F.: A Variational Approach to Modeling Slow Processes in Stochastic Dynamical Systems. Multiscale Modeling & Simulation 11, pp. 635 - 655 (2013)

MPG.PuRe

DOI