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Journal Articles

Exploring the free-energy landscape of a rotating superfluid

Andrew Cleary, Jacob Page
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 103123 (2023)
https://doi.org/10.1063/5.0163803
Published: October 2023
View article titled, Exploring the free-energy landscape of a rotating superfluid
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Journal Articles

Estimating fractal dimensions: A comparative review and open source implementations

George Datseris, Inga Kottlarz, Anton P. Braun, Ulrich Parlitz
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 102101 (2023)
https://doi.org/10.1063/5.0160394
Published: October 2023
View article titled, Estimating fractal dimensions: A comparative review and open source implementations
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Journal Articles

Visibility graph-based segmentation of multivariate time series data and its application

Jun Hu, Chengbin Chu, Peican Zhu, Manman Yuan
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 093123 (2023)
https://doi.org/10.1063/5.0152881
Published: September 2023
View article titled, Visibility graph-based segmentation of multivariate time series data and its application
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Journal Articles

Symbolic regression via neural networks

N. Boddupalli, T. Matchen, J. Moehlis
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 083150 (2023)
https://doi.org/10.1063/5.0134464
Published: August 2023
View article titled, Symbolic regression via neural networks
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Journal Articles

Machine learning enhanced Hankel dynamic-mode decomposition

Christopher W. Curtis, D. Jay Alford-Lago, Erik Bollt, Andrew Tuma
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 083133 (2023)
https://doi.org/10.1063/5.0150689
Published: August 2023
View article titled, Machine learning enhanced Hankel dynamic-mode decomposition
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Journal Articles

Framework for global stability analysis of dynamical systems

George Datseris, Kalel Luiz Rossi, Alexandre Wagemakers
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 073151 (2023)
https://doi.org/10.1063/5.0159675
Published: July 2023
View article titled, Framework for global stability analysis of dynamical systems
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Journal Articles

Koopman analysis of the periodic Korteweg–de Vries equation

Jeremy P. Parker, Claire Valva
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 043102 (2023)
https://doi.org/10.1063/5.0137088
Published: April 2023
View article titled, Koopman analysis of the periodic Korteweg–de Vries equation
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Includes: Supplementary data
Journal Articles

Piecewise integrable neural network: An interpretable chaos identification framework

Nico Novelli, Pierpaolo Belardinelli, Stefano Lenci
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 023107 (2023)
https://doi.org/10.1063/5.0134984
Published: February 2023
View article titled, Piecewise integrable neural network: An interpretable chaos identification framework
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Journal Articles

Rigorous numerical study of the Colpitts oscillator with an exponential nonlinearity

Zbigniew Galias
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 013138 (2023)
https://doi.org/10.1063/5.0090158
Published: January 2023
View article titled, Rigorous numerical study of the Colpitts oscillator with an exponential nonlinearity
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Journal Articles

Koopman and Perron–Frobenius operators on reproducing kernel Banach spaces

Masahiro Ikeda, Isao Ishikawa, Corbinian Schlosser
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 32, 123143 (2022)
https://doi.org/10.1063/5.0094889
Published: December 2022
View article titled, Koopman and Perron–Frobenius operators on reproducing kernel Banach spaces
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Journal Articles

Finding influential edges in multilayer networks: Perspective from multilayer diffusion model

Wei Lin, Li Xu, He Fang
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 32, 103131 (2022)
https://doi.org/10.1063/5.0111151
Published: October 2022
View article titled, Finding influential edges in multilayer networks: Perspective from multilayer diffusion model
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Journal Articles

Generalized weighted permutation entropy

Darko Stosic, Dusan Stosic, Tatijana Stosic, Borko Stosic
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 32, 103105 (2022)
https://doi.org/10.1063/5.0107427
Published: October 2022
View article titled, Generalized weighted permutation entropy
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Journal Articles

Structural position vectors and symmetries in complex networks

Yong-Shang Long, Zheng-Meng Zhai, Ming Tang, Ying Liu, Ying-Cheng Lai
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 32, 093132 (2022)
https://doi.org/10.1063/5.0107583
Published: September 2022
View article titled, Structural position vectors and symmetries in complex networks
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Journal Articles

Systematic multi-scale decomposition of ocean variability using machine learning

Christian L. E. Franzke, Federica Gugole, Stephan Juricke
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 32, 073122 (2022)
https://doi.org/10.1063/5.0090064
Published: July 2022
View article titled, Systematic multi-scale decomposition of ocean variability using machine learning
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Journal Articles

Deep learning enhanced dynamic mode decomposition

D. J. Alford-Lago, C. W. Curtis, A. T. Ihler, O. Issan
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 32, 033116 (2022)
https://doi.org/10.1063/5.0073893
Published: March 2022
View article titled, Deep learning enhanced dynamic mode decomposition
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Journal Articles

Rate of convergence in the disjunctive chaos game algorithm

Krzysztof Leśniak, Nina Snigireva, Filip Strobin
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 32, 013110 (2022)
https://doi.org/10.1063/5.0076743
Published: January 2022
View article titled, Rate of convergence in the disjunctive chaos game algorithm
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Journal Articles

The essential synchronization backbone problem

C. Tyler Diggans, Jeremie Fish, Abd AlRahman R. AlMomani, Erik M. Bollt
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 31, 113142 (2021)
https://doi.org/10.1063/5.0065077
Published: November 2021
View article titled, The essential synchronization backbone problem
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Journal Articles

Koopman spectral analysis of elementary cellular automata

Keisuke Taga, Yuzuru Kato, Yoshinobu Kawahara, Yoshihiro Yamazaki, Hiroya Nakao
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 31, 103121 (2021)
https://doi.org/10.1063/5.0059202
Published: October 2021
View article titled, Koopman spectral analysis of elementary cellular automata
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Journal Articles

Disintegrating spatial networks based on region centrality

Zhi-Gang Wang, Ye Deng, Ze Wang, Jun Wu
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 31, 061101 (2021)
https://doi.org/10.1063/5.0046731
Published: June 2021
View article titled, Disintegrating spatial networks based on region centrality
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Journal Articles

On Koopman mode decomposition and tensor component analysis

William T. Redman
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 31, 051101 (2021)
https://doi.org/10.1063/5.0046325
Published: May 2021
View article titled, On Koopman mode decomposition and tensor component analysis
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