Feliks Nüske

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 9

Top Topics

Dynamical Systems

Learning Problems

Partial Observations

Top Venues

J. Nonlinear Sci.

Mach. Learn. Sci. Technol.

Publications

Feliks Nüske, Sebastian Peitz, Friedrich Philipp, Manuel Schaller, Karl Worthmann
Finite-Data Error Bounds for Koopman-Based Prediction and Control. J. Nonlinear Sci. 33 (1) (2023)
Sebastian Peitz, Hans Harder, Feliks Nüske, Friedrich Philipp, Manuel Schaller, Karl Worthmann
Partial observations, coarse graining and equivariance in Koopman operator theory for large-scale dynamical systems. CoRR (2023)
Marvin Lücke, Feliks Nüske
tgEDMD: Approximation of the Kolmogorov Operator in Tensor Train Format. J. Nonlinear Sci. 32 (4) (2022)
Feliks Nüske, Péter Koltai, Lorenzo Boninsegna, Cecilia Clementi
Spectral Properties of Effective Dynamics from Conditional Expectations. Entropy 23 (2) (2021)
Stefan Klus, Patrick Gelß, Feliks Nüske, Frank Noé
Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry. Mach. Learn. Sci. Technol. 2 (4) (2021)
Stefan Klus, Feliks Nüske, Boumediene Hamzi
Kernel-based approximation of the Koopman generator and Schrödinger operator. CoRR (2020)
Stefan Klus, Feliks Nüske, Boumediene Hamzi
Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator. Entropy 22 (7) (2020)
Feliks Nüske, Patrick Gelß, Stefan Klus, Cecilia Clementi
Tensor-based EDMD for the Koopman analysis of high-dimensional systems. CoRR (2019)
Stefan Klus, Feliks Nüske, Péter Koltai, Hao Wu, Ioannis G. Kevrekidis, Christof Schütte, Frank Noé
Data-Driven Model Reduction and Transfer Operator Approximation. J. Nonlinear Sci. 28 (3) (2018)
Frank Noé, Feliks Nüske
A Variational Approach to Modeling Slow Processes in Stochastic Dynamical Systems. Multiscale Model. Simul. 11 (2) (2013)