Number of items: **17**.

## 2020

Banisch, R. and Trstanova, Z. and Bittracher, A. and Klus, S. and Koltai, P.
(2020)
*Diffusion maps tailored to arbitrary non-degenerate Ito processes.*
SciendeDirect, 48
(1).
pp. 242-265.

## 2019

Zhang, W. and Klus, S. and Conrad, T. O. F. and Schütte, Ch.
(2019)
*Learning chemical reaction networks from trajectory data.*
SIAM Journal on Applied Dynamical Systems, 18
(4).
ISSN 1536-0040

Klus, S. and Bittracher, A. and Schuster, I. and Schütte, Ch.
(2019)
*A kernel-based approach to molecular conformation analysis.*
Journal of Chemical Physics MMMK, 149
(244109).

## 2018

Klus, S. and Gelß, P. and Peitz, S. and Schütte, Ch.
(2018)
*Tensor-based dynamic mode decomposition.*
Nonlinearity, 31
(7).
pp. 3359-3380.
ISSN 0951-7715

Bittracher, A. and Koltai, P. and Klus, S. and Banisch, R. and Dellnitz, M. and Schütte, Ch.
(2018)
*Transition manifolds of complex metastable systems: Theory and data-driven computation of effective dynamics.*
Journal of Nonlinear Science, 28
(2).
pp. 471-512.
ISSN 1432-1467 (online)

Klus, S. and Sahai, T.
(2018)
*A spectral assignment approach for the graph isomorphism problem.*
Information and Inference: a Journal of the IMA, 7
(4).
pp. 689-706.

Klus, S. and Nüske, F. and Koltai, P. and Wu, H. and Kevrekidis, I. and Schütte, Ch. and Noé, F.
(2018)
*Data-driven model reduction and transfer operator approximation.*
Journal of Nonlinear Science, 28
(1).
pp. 1-26.

Banisch, R. and Trstanova, Z. and Bittracher, A. and Klus, S. and Koltai, P.
(2018)
*Diffusion maps tailored to arbitrary non-degenerate Itô processes.*
Applied and Computational Harmonic Analysis
.
ISSN 1063-5203
(In Press)

## 2017

Klus, S. and Schuster, I. and Muandet, K.
(2017)
*Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert Spaces.*
SFB 1114 Preprint in SciRate arXiv:1712.01572
.
pp. 1-33.
(Unpublished)

Bittracher, A. and Koltai, P. and Klus, S. and Banisch, R. and Dellnitz, M. and Schütte, Ch.
(2017)
*Transition manifolds of complex metastable systems: Theory and data-driven computation of effective dynamics.*
Journal of Nonlinear Science
.
pp. 1-42.
ISSN 1432-1467 (online)

Gelß, P. and Klus, S. and Matera, S. and Schütte, Ch.
(2017)
*Nearest-neighbor interaction systems in the tensor-train format.*
Journal of Computational Physics, 341
.
pp. 140-162.
ISSN 0021-9991

Dellnitz, M. and Klus, S. and Ziessler, A.
(2017)
*A Set-Oriented Numerical Approach for Dynamical Systems with Parameter Uncertainty.*
SIAM Journal on Applied Dynamical Systems, 16
(1).
pp. 120-138.
ISSN 1536-0040

Wu, H. and Nüske, F. and Paul, F. and Klus, S. and Koltai, Péter and Noé, F.
(2017)
*Variational Koopman models: slow collective variables and molecular kinetics from short off-equilibrium simulations.*
J. Chem. Phys., 146
.
p. 154104.

## 2016

Klus, S. and Schütte, Ch.
(2016)
*Towards tensor-based methods for the numerical approximation of the Perron-Frobenius and Koopman operator.*
Journal of Computational Dynamics
.
ISSN 2158-2491

Dellnitz, M. and Klus, S.
(2016)
*Sensing and control in symmetric networks.*
Dynamical Systems. An International Journal
.
pp. 1-19.
(Submitted)

Klus, S. and Koltai, P. and Schütte, Ch.
(2016)
*On the numerical approximation of the Perron-Frobenius and Koopman operator.*
Journal of Computational Dynamics, 3
(1).
pp. 51-79.
ISSN 2158-2491

Klus, S. and Gelß, P. and Peitz, S. and Schütte, Ch.
(2016)
*Tensor-based dynamic mode decomposition.*
SIAM Journal on Scientific Computing
.
ISSN ISSN 1064-8275 (print); 1095-7197 (electronic)
(Submitted)

This list was generated on **Tue Jul 7 11:17:32 2020 CEST**.