84 citations · 84 across the 2 of their papers we have counts for
4 papers
A weak characterization of slow variables in stochastic dynamical systems
Andreas Bittracher, Christof Schütte
We present a novel characterization of slow variables for continuous Markov processes that provably preserve the slow timescales. These slow variables are known as reaction coordin…
Data-driven approximation of the Koopman generator: Model reduction, system identification, and control
Stefan Klus, Feliks Nüske, Sebastian Peitz +3
We derive a data-driven method for the approximation of the Koopman generator called gEDMD, which can be regarded as a straightforward extension of EDMD (extended dynamic mode deco…
Tensor-generated fractals: Using tensor decompositions for creating self-similar patterns
Patrick Gelß, Christof Schütte
The term fractal describes a class of complex structures exhibiting self-similarity across different scales. Fractal patterns can be created by using various techniques such as fin…
Grand-canonical-like molecular-dynamics simulations by using an adaptive-resolution technique
Han Wang, Carsten Hartmann, Christof Schütte +1
In this work, we provide a detailed theoretical analysis, supported by numerical tests, of the reliability of the adaptive resolution simulation (AdResS) technique in sampling the…