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Stefan Klus

Identifiers

  • name variant Stefan Klus 0.60 · backfill

Papers (24)

  1. Spectral clustering of time-evolving networks using spatio-temporal random walks cs.SI · 2026 · author #3
  2. Integral Formulation of QENDy for Robust Nonlinear System Identification math.DS · 2026 · author #3
  3. Optimization of randomized neural networks for transfer operator approximation cs.LG · 2026 · author #2
  4. Numerical approximation of the Koopman-von Neumann equation: Operator learning and quantum computing math.DS · 2026 · author #1
  5. Graph Isomorphism: Mixed-Integer Convex Optimization from First-Order Methods math.OC · 2025 · author #5
  6. Learning graphons from data: Random walks, transfer operators, and spectral clustering stat.ML · 2025 · author #1
  7. Data-driven approximation of Koopman operators and generators: Convergence rates and error bounds math.NA · 2024 · author #4
  8. A kernel-based approach to molecular conformation analysis physics.comp-ph · 2018 · author #1
  9. Multidimensional approximation of nonlinear dynamical systems math.DS · 2018 · author #2
  10. Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions stat.ML · 2018 · author #1
  11. Diffusion maps tailored to arbitrary non-degenerate Ito processes math.DS · 2017 · author #4
  12. Transition manifolds of complex metastable systems: Theory and data-driven computation of effective dynamics math.DS · 2017 · author #3
  13. Data-driven model reduction and transfer operator approximation math.DS · 2017 · author #1
  14. Nearest-Neighbor Interaction Systems in the Tensor-Train Format math.NA · 2016 · author #2
  15. Variational Koopman models: slow collective variables and molecular kinetics from short off-equilibrium simulations stat.ML · 2016 · author #4
  16. Tensor-based dynamic mode decomposition math.NA · 2016 · author #1
  17. A Set-Oriented Numerical Approach for Dynamical Systems with Parameter Uncertainty math.DS · 2016 · author #2
  18. Towards tensor-based methods for the numerical approximation of the Perron-Frobenius and Koopman operator math.NA · 2015 · author #1
  19. On the numerical approximation of the Perron-Frobenius and Koopman operator math.DS · 2015 · author #1
  20. Sensing and Control in Symmetric Networks math.NA · 2015 · author #2
  21. Sparse Automatic Differentiation for Complex Networks of Differential-Algebraic Equations Using Abstract Elementary Algebra cs.MS · 2015 · author #2
  22. Signal-Flow Based Runge-Kutta Methods for the Simulation of Complex Networks math.NA · 2015 · author #1
  23. A Traveling Salesman Learns Bayesian Networks cs.LG · 2012 · author #2
  24. An efficient algorithm for the parallel solution of high-dimensional differential equations cs.DC · 2010 · author #1

Mentions

  • 2606.27850 #3 · arxiv_oai · confidence 0.70 Stefan Klus
  • 2405.00539 #4 · arxiv_oai · confidence 0.70 Stefan Klus
  • 2606.11629 #3 · arxiv_oai · confidence 0.70 Stefan Klus
  • 1809.02448 #2 · arxiv_oai · confidence 0.70 Stefan Klus
  • 1611.03755 #2 · arxiv_oai · confidence 0.70 Stefan Klus
  • 1606.06625 #1 · arxiv_oai · confidence 0.70 Stefan Klus
  • 1512.06527 #1 · arxiv_oai · confidence 0.70 Stefan Klus
  • 1512.05997 #1 · arxiv_oai · confidence 0.70 Stefan Klus
  • 1507.08044 #2 · arxiv_oai · confidence 0.70 Stefan Klus
  • 1504.06413 #1 · arxiv_oai · confidence 0.70 Stefan Klus
  • 1507.08044 #2 · backfill · confidence 0.70 Stefan Klus
  • 1003.5238 #1 · arxiv_oai · confidence 0.70 Stefan Klus
  • 1505.00838 #2 · backfill · confidence 0.70 Stefan Klus
  • 1504.06413 #1 · backfill · confidence 0.70 Stefan Klus
  • 1211.4888 #2 · backfill · confidence 0.70 Stefan Klus
  • 2605.23689 #2 · arxiv_oai · confidence 0.70 Stefan Klus
  • 2512.17417 #5 · arxiv_oai · confidence 0.70 Stefan Klus

Frequent Coauthors