Publications of Feliks Nüske
All genres
Journal Article (6)
2024
Journal Article
71, 101657 (2024)
Error bounds for kernel-based approximations of the Koopman operator. Applied and Computational Harmonic Analysis 2023
Journal Article
159 (7), 074105 (2023)
Efficient Approximation of Molecular Kinetics using Random Fourier Features. The Journal of Chemical Physics
Journal Article
33, 14 (2023)
Finite-data error bounds for Koopman-based prediction and control. Journal of Nonlinear Science
Journal Article
9 (2), pp. 186 - 196 (2023)
Slicing and Dicing: Optimal Coarse-Grained Representation to Preserve Molecular Kinetics. ACS Central Science 2022
Journal Article
55, 314002 (2022)
Koopman analysis of quantum systems. Journal of Physics A
Journal Article
32, 44 (2022)
tgEDMD: Approximation of the Kolmogorov Operator in Tensor Train Format. Journal of Nonlinear Science Conference Paper (1)
2023
Conference Paper
56 (1), pp. 169 - 174 (2023)
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 Preprint (4)
2024
Preprint
Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency. (2024)
2023
Preprint
Partial observations, coarse graining and equivariance in Koopman operator theory for large-scale dynamical systems. (2023)
Preprint
Error analysis of kernel EDMD for prediction and control in the Koopman framework. (2023)
2022
Preprint
Funnel Control for Langevin Dynamics. (2022)