Concepedia

Stefan Klus

SK

18

Publications

1K

Citations

13

H-Index

2005

Active since

Affiliations

Freie Universität Berlin(Current)

Zuse Institute Berlin

Paderborn University

University of Surrey

Heriot-Watt University

Stefan Klus is an author at Freie Universität Berlin specializing in engineering, systems engineering, and machine learning.

Top concepts

EngineeringMachine LearningSystems EngineeringPhysicsBiophysicsData ScienceProcess ControlComputer ScienceNatural SciencesMolecular Dynamics

Publications per year

2005–2023

18

Publications

18

Data-driven approximation of the Koopman generator: Model reduction, system identification, and control

Stefan Klus, Feliks Nüske, Sebastian Peitz et al. · Physica D Nonlinear Phenomena · 2020 · 247 citations · Full text

Engineering, Data-driven Approximation, Model-based Control Technique +9

Koopman operator-based model reduction for switched-system control of PDEs

Sebastian Peitz, Stefan Klus · Automatica · 2019 · 199 citations · Full text

Control Method, Model-based Control Technique, Switched-system Control +1

Variational Koopman models: Slow collective variables and molecular kinetics from short off-equilibrium simulations

Hao Wu, Feliks Nüske, Fabian Paul et al. · The Journal of Chemical Physics · 2017 · 150 citations · Full text

State Space Discretization, Engineering, Markov State Models +18

Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert Spaces

Stefan Klus, Ingmar Schuster, Krikamol Muandet · Journal of Nonlinear Science · 2019 · 109 citations · Full text

Linear Operator, Resolvent Kernel, Representation Theory +3

Transition Manifolds of Complex Metastable Systems

Andreas Bittracher, Péter Koltai, Stefan Klus et al. · Journal of Nonlinear Science · 2017 · 57 citations · Full text

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