pith. sign in

Stefan Klus

Identifiers

  • name variant Stefan Klus 0.60 · backfill

Papers (20)

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

Mentions

  • 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