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Stefan Klus

52 papers hereh-index 222.6k citations64 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author19
  • middle author25
  • last author7

Across the 52 of 52 papers where every author was matched, so the position is known.

fields
  • math.DS19
  • math.NA6
  • cs.LG5
  • math.OC4
  • stat.ML4
  • cs.DM3
same name
  • Stefan Klus — 5 papers, h 3
  • Stefan Klus — 5 papers, h 4
  • Stefan Klus — 3 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedData-driven approximation of the Koopman generator: Model reduction, system identification, and control

274 citations · 1.8k across the 48 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016★ 153 cited

Variational Koopman models: slow collective variables and molecular kinetics from short off-equilibrium simulations

Hao Wu, Feliks Nüske, Fabian Paul +3

Markov state models (MSMs) and Master equation models are popular approaches to approximate molecular kinetics, equilibria, metastable states, and reaction coordinates in terms of…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.