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Extended Dynamic Mode Decomposition 2 - The EDMD algorithm (DS4DS 8.06)

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Jul 2, 2024
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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/s00332-015-9258-5 [2] Brunton et al. "Modern Koopman Theory for Dynamical Systems", 2022. DOI: https://doi.org/10.1137/21M1401243 Hosts: Sebastian Peitz - https://orcid.org/0000-0002-3389-793X Oliver Wallscheid - https://www.linkedin.com/in/wallscheid/ Programming examples / Julia code via GitHub: https://github.com/DS-4-DS/DS4DS_Course Code for this video: notebooks/Koopman/Duffing.ipynb Supported by the ‘digi-Fellows’ program granted by Paderborn University: https://www.uni-paderborn.de/en/

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