Analyzing and predicting non-equilibrium many-body dynamics via dynamic mode decomposition

DOI10.1016/j.jcp.2023.111909OpenAlexW4317207183MaRDI QIDQ2681135

Steven G. Louie, Jia Yin, Yang-hao Chan, Chao Yang, Diana Y. Qiu, Felipe H. Da Jornada

Publication date: 10 February 2023

Published in: Journal of Computational Physics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2107.09635

zbMATH Keywords

dynamic mode decompositionKoopman operatorKadanoff-Baym equationsnon-equilibrium quantum many-body dynamics

Mathematics Subject Classification ID

Basic methods in fluid mechanics (76Mxx) Fluid mechanics (76-XX) Applications of dynamical systems (37Nxx)

Related Items (1)

Probabilistic forecast of nonlinear dynamical systems with uncertainty quantification

Uses Software

• HODMD

Cites Work

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• Applications of the dynamic mode decomposition
• Computational hydrodynamic stability and flow control based on spectral analysis of linear operators
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• On dynamic mode decomposition: theory and applications
• Principal component analysis: a review and recent developments
• Dynamic mode decomposition of numerical and experimental data
• Spectral analysis of nonlinear flows
• Hamiltonian Systems and Transformation in Hilbert Space
• Spectral proper orthogonal decomposition and its relationship to dynamic mode decomposition and resolvent analysis
• Analysis of Fluid Flows via Spectral Properties of the Koopman Operator
• On the structure of time-delay embedding in linear models of non-linear dynamical systems
• Higher Order Dynamic Mode Decomposition
• Koopman-mode decomposition of the cylinder wake
• Preface

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