Stefan Klus
Scholar

Stefan Klus

Google Scholar ID: OV8Se8QAAAAJ
Heriot-Watt University
dynamical systemstransfer operatorsstatistical learning theorymolecular 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
Contact
No contact links provided.
Publications
8 items
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
Learning graphons from data: Random walks, transfer operators, and spectral clustering
2025
Cited
0
Data-driven system identification using quadratic embeddings of nonlinear dynamics
2025
Cited
0
Random walk based snapshot clustering for detecting community dynamics in temporal networks
2024
Cited
0
Learning dynamical systems from data: Gradient-based dictionary optimization
arXiv.org · 2024
Cited
1
Continuous optimization methods for the graph isomorphism problem
arXiv.org · 2023
Cited
1
Resume (English only)
Co-authors
16 total
Co-author 1
Co-author 1
Sebastian Peitz
Sebastian Peitz
Professor of Safe Autonomous Systems, TU Dortmund & Lamarr Institute
Patrick Gelß
Patrick Gelß
Postdoc, Freie Universität Berlin
Noe Frank
Noe Frank
Microsoft Research
Hao Wu
Hao Wu
Free university of Berlin
Co-author 6
Co-author 6
Cecilia Clementi
Cecilia Clementi
Professor of Physics, Freie Universität Berlin
Co-author 8
Co-author 8