Publikationen von Feliks Nüske
Alle Typen
Zeitschriftenartikel (5)
1.
Zeitschriftenartikel
159 (7), 074105 (2023)
Efficient Approximation of Molecular Kinetics using Random Fourier Features. The Journal of Chemical Physics 2.
Zeitschriftenartikel
33, 14 (2023)
Finite-data error bounds for Koopman-based prediction and control. Journal of Nonlinear Science 3.
Zeitschriftenartikel
9 (2), S. 186 - 196 (2023)
Slicing and Dicing: Optimal Coarse-Grained Representation to Preserve Molecular Kinetics. ACS Central Science 4.
Zeitschriftenartikel
55, 314002 (2022)
Koopman analysis of quantum systems. Journal of Physics A 5.
Zeitschriftenartikel
32, 44 (2022)
tgEDMD: Approximation of the Kolmogorov Operator in Tensor Train Format. Journal of Nonlinear Science Konferenzbeitrag (1)
6.
Konferenzbeitrag
56 (1), S. 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, 04. Januar 2023 - 06. Januar 2023. IFAC-PapersOnLine Preprint (5)
7.
Preprint
Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency. (2024)
8.
Preprint
Error analysis of kernel EDMD for prediction and control in the Koopman framework. (2023)
9.
Preprint
Partial observations, coarse graining and equivariance in Koopman operator theory for large-scale dynamical systems. (2023)
10.
Preprint
Error bounds for kernel-based approximations of the Koopman operator. (2023)
11.
Preprint
Funnel Control for Langevin Dynamics. (2022)