Publications

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)

MPG.PuRe

DOI

publisher-version

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)

MPG.PuRe

DOI

pre-print

publisher-version

3.

Preprint

Peitz, S.; Harder, H.; Nüske, F.; Philipp, F.; Schaller, M.; Worthmann, K.: Partial observations, coarse graining and equivariance in Koopman operator theory for large-scale dynamical systems. (2023)

MPG.PuRe

pre-print

4.

Preprint

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

MPG.PuRe

pre-print

5.

Preprint

Nüske, F.; Klus, S.: Efficient Approximation of Molecular Kinetics using Random Fourier Features. (2023)

MPG.PuRe

DOI