Max Planck Institute for Dynamics of Complex Technical Systems

Publications DMP group

Journal Article (1)

1.

Journal Article

Yang, W.; Templeton, C.; Rosenberger, D.; Bittracher, A.; Nüske, F.; Noé, F.; Clementi, C.: Slicing and Dicing: Optimal Coarse-Grained Representation to Preserve Molecular Kinetics. ACS Central Science 9 (2), pp. 186 - 196 (2023)

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publisher-version

Conference Paper (1)

2.

Conference Paper

Schaller, M.; Worthmann, K.; Philipp, F.; Peitz, S.; Nüske, F.: Towards reliable data-based optimal and predictive control using extended DMD. 12th IFAC Symposium on Nonlinear Control Systems NOLCOS 2022, Canberra, Australia, January 04, 2023 - January 06, 2023. IFAC-PapersOnLine 56 (1), pp. 169 - 174 (2023)

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publisher-version

Preprint (1)

3.

Preprint

Philipp, F.; Schaller, M.; Worthmann, K.; Peitz, S.; Nüske, F.: Error bounds for kernel-based approximations of the Koopman operator. (2023)

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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)

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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)

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