Scholar
Stefan Klus
Google Scholar ID: OV8Se8QAAAAJ
Heriot-Watt University
dynamical systems
transfer operators
statistical learning theory
molecular dynamics
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Citations & Impact
All-time
Citations
2,554
H-index
22
i10-index
35
Publications
20
Co-authors
16
list available
Publications
13 items
Bilevel optimization for data-driven learning of Koopman embeddings using kernel-based autoencoders
2026
Cited
0
Functional dynamic mode decomposition: Learning infinite-dimensional systems from data
2026
Cited
0
Spectral clustering of time-evolving networks using spatio-temporal random walks
2026
Cited
0
Integral Formulation of QENDy for Robust Nonlinear System Identification
2026
Cited
0
Optimization of randomized neural networks for transfer operator approximation
2026
Cited
0
Bayesian Transfer Operators in Reproducing Kernel Hilbert Spaces
2025
Cited
0
How deep is your network? Deep vs. shallow learning of transfer operators
2025
Cited
0
Data-driven approximation of transfer operators for mean-field stochastic differential equations
2025
Cited
0
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Co-authors
13 total
Feliks Nüske
Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg
Sebastian Peitz
Professor of Safe Autonomous Systems, TU Dortmund & Lamarr Institute
Patrick Gelß
Postdoc, Freie Universität Berlin
Noe Frank
Microsoft Research
Hao Wu
Free university of Berlin
Cecilia Clementi
Professor of Physics, Freie Universität Berlin
Krikamol Muandet
CISPA - Helmholtz Center for Information Security
Boumediene Hamzi
Department of Computing and Mathematical Sciences, Caltech & The Alan Turing Institute
