Stefan Klus

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Papers (17)

1. Numerical approximation of the Koopman-von Neumann equation: Operator learning and quantum computing math.DS · 2026 · author #1
2. Learning graphons from data: Random walks, transfer operators, and spectral clustering stat.ML · 2025 · author #1
3. A kernel-based approach to molecular conformation analysis physics.comp-ph · 2018 · author #1
4. Multidimensional approximation of nonlinear dynamical systems math.DS · 2018 · author #2
5. Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions stat.ML · 2018 · author #1
6. Diffusion maps tailored to arbitrary non-degenerate Ito processes math.DS · 2017 · author #4
7. Transition manifolds of complex metastable systems: Theory and data-driven computation of effective dynamics math.DS · 2017 · author #3
8. Data-driven model reduction and transfer operator approximation math.DS · 2017 · author #1
9. Nearest-Neighbor Interaction Systems in the Tensor-Train Format math.NA · 2016 · author #2
10. Variational Koopman models: slow collective variables and molecular kinetics from short off-equilibrium simulations stat.ML · 2016 · author #4
11. A Set-Oriented Numerical Approach for Dynamical Systems with Parameter Uncertainty math.DS · 2016 · author #2
12. Towards tensor-based methods for the numerical approximation of the Perron-Frobenius and Koopman operator math.NA · 2015 · author #1
13. On the numerical approximation of the Perron-Frobenius and Koopman operator math.DS · 2015 · author #1
14. Sensing and Control in Symmetric Networks math.NA · 2015 · author #2
15. Sparse Automatic Differentiation for Complex Networks of Differential-Algebraic Equations Using Abstract Elementary Algebra cs.MS · 2015 · author #2
16. Signal-Flow Based Runge-Kutta Methods for the Simulation of Complex Networks math.NA · 2015 · author #1
17. A Traveling Salesman Learns Bayesian Networks cs.LG · 2012 · author #2

Mentions

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Frequent Coauthors

• Christof Sch\"utte 7 shared papers
• Michael Dellnitz 4 shared papers
• Andreas Bittracher 3 shared papers
• Feliks N\"uske 3 shared papers
• P\'eter Koltai 3 shared papers
• Frank No\'e 2 shared papers
• Hao Wu 2 shared papers
• Ingmar Schuster 2 shared papers
• Patrick Gel{\ss} 2 shared papers
• Peter Koltai 2 shared papers
• Ralf Banisch 2 shared papers
• Adrian Ziessler 1 shared papers
• Fabian Paul 1 shared papers
• Ioannis Kevrekidis 1 shared papers
• Jason J. Bramburger 1 shared papers
• Jens Eisert 1 shared papers
• Patrick Gel\ss 1 shared papers
• Sebastian Matera 1 shared papers
• Sebastian Peitz 1 shared papers
• Slaven Peles 1 shared papers