267 citations · 888 across the 15 of their papers we have counts for
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Tensor-based computation of metastable and coherent sets
Feliks Nüske, Patrick Gelß, Stefan Klus +1
Recent years have seen rapid advances in the data-driven analysis of dynamical systems based on Koopman operator theory and related approaches. On the other hand, low-rank tensor p…
Coarse-graining Molecular Systems by Spectral Matching
Feliks Nüske, Lorenzo Boninsegna, Cecilia Clementi
Coarse-graining has become an area of tremendous importance within many different research fields. For molecular simulation, coarse-graining bears the promise of finding simplified…
Spectral Properties of Effective Dynamics from Conditional Expectations
Feliks Nüske, Péter Koltai, Lorenzo Boninsegna +1
The reduction of high-dimensional systems to effective models on a smaller set of variables is an essential task in many areas of science. For stochastic dynamics governed by diffu…