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Kernel methods for detecting coherent structures in dynamical data
v1v2 (latest)

Kernel methods for detecting coherent structures in dynamical data

16 April 2019
Stefan Klus
B. Husic
Mattes Mollenhauer
Frank Noé
ArXiv (abs)PDFHTML

Papers citing "Kernel methods for detecting coherent structures in dynamical data"

10 / 10 papers shown
Title
Dynamical systems and complex networks: A Koopman operator perspective
Dynamical systems and complex networks: A Koopman operator perspective
Stefan Klus
Natavsa Djurdjevac Conrad
51
3
0
14 May 2024
Transfer operators on graphs: Spectral clustering and beyond
Transfer operators on graphs: Spectral clustering and beyond
Stefan Klus
Maia Trower
75
5
0
19 May 2023
Koopman-based spectral clustering of directed and time-evolving graphs
Koopman-based spectral clustering of directed and time-evolving graphs
Stefan Klus
Nataša Djurdjevac Conrad
47
11
0
06 Apr 2022
Deeptime: a Python library for machine learning dynamical models from
  time series data
Deeptime: a Python library for machine learning dynamical models from time series data
Moritz Hoffmann
Martin K. Scherer
Tim Hempel
Andreas Mardt
Brian M. de Silva
...
Stefan Klus
Hao Wu
N. Kutz
Steven L. Brunton
Frank Noé
AI4CE
101
107
0
28 Oct 2021
Machine Learning Force Fields
Machine Learning Force Fields
Oliver T. Unke
Stefan Chmiela
H. E. Sauceda
M. Gastegger
I. Poltavsky
Kristof T. Schütt
A. Tkatchenko
K. Müller
AI4CE
141
940
0
14 Oct 2020
Spacetime Autoencoders Using Local Causal States
Spacetime Autoencoders Using Local Causal States
Adam T. Rupe
James P. Crutchfield
CML
140
2
0
12 Oct 2020
The linear conditional expectation in Hilbert space
The linear conditional expectation in Hilbert space
I. Klebanov
Björn Sprungk
T. Sullivan
82
13
0
27 Aug 2020
Kernel-based approximation of the Koopman generator and Schrödinger
  operator
Kernel-based approximation of the Koopman generator and Schrödinger operator
Stefan Klus
Feliks Nuske
B. Hamzi
70
59
0
27 May 2020
Tensor-based computation of metastable and coherent sets
Tensor-based computation of metastable and coherent sets
Feliks Nuske
Patrick Gelß
Stefan Klus
C. Clementi
32
13
0
12 Aug 2019
Singular Value Decomposition of Operators on Reproducing Kernel Hilbert
  Spaces
Singular Value Decomposition of Operators on Reproducing Kernel Hilbert Spaces
Mattes Mollenhauer
Ingmar Schuster
Stefan Klus
Christof Schütte
70
19
0
24 Jul 2018
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