An introduction to the Koopman Operator (DS4DS 8.01)
Автор: Data Science for Dynamical Systems (DS4DS)
Загружено: 2024-07-02
Просмотров: 5604
Important references:
[1] Williams et al. "A Data–Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition", 2015. DOI: https://doi.org/10.1007/s00332-015-92...
[2] Brunton et al. "Modern Koopman Theory for Dynamical Systems", 2022. DOI: https://doi.org/10.1137/21M1401243
Source of the fluid flow data: http://dmdbook.com/
Hosts:
Sebastian Peitz - https://orcid.org/0000-0002-3389-793X
Oliver Wallscheid - / wallscheid
Programming examples / Julia code via GitHub:
https://github.com/DS-4-DS/DS4DS_Course
Code for this video: notebooks/Koopman/VortexShedding.ipynb
Supported by the ‘digi-Fellows’ program granted by Paderborn University:
https://www.uni-paderborn.de/en/
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