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CV: Matthew J. ColbrookEMAIL: m.colbrook@damtp.cam.ac.ukWEBSITE:…
www.damtp.cam.ac.uk/user/mjc249/pdfs/CV_MColbrook2024.pdf11 May 2024: Outreach articles and interviews. 1. S. Brunton, M.J. Colbrook, Resilient data-driven dynamical systems with Koopman: An infinite-dimensional nu-merical analysis perspective, SIAM News, 2023.Cover highlight for issue. ... 2. V. Antun, M.J. Colbrook, A.C. -
Search Publications | Publications
https://publications.maths.cam.ac.uk/publications-search?page=27727 Jul 2024: AC Hansen, A Bastounis, B Adcock – SIAM News (2017). -
News & Results
https://covid19ai.maths.cam.ac.uk/news-results20/03/2022: AIX-COVNET @ SIAM Imaging 2022. Dr. Anna Breger, Dr. Sören Dittmer and Dr. ... 02/06/2021: Our collaboration is featured in SIAM News. Providing an overview of the particular imaging challenges for machine learning during a pandemic and -
Residual Dynamic Mode Decomposition Rigorous data-driven computation…
www.damtp.cam.ac.uk/user/mjc249/talks/INI_ResDMD.pdf9 Mar 2023: J. Numer. Anal., 2019.• Horning, Townsend, “FEAST for Differential Eigenvalue Problems,” SIAM J. ... Code: https://github.com/MColbrook/Residual-Dynamic-Mode-Decomposition. 34/34. Rigorous data-driven Koopmanism! Read more about these breakthroughs -
italy_mjc
www.damtp.cam.ac.uk/user/mjc249/talks/Italy_mpEDMD.pdf6 Apr 2024: 5] Colbrook, Matthew J. "The mpEDMD algorithm for data-driven computations of measure-preserving dynamical systems." SIAM Journal on Numerical Analysis 61.3 (2023): 1585-1608. ... Algebra. 2020. [9] Brunton, Steven L., and Matthew J. Colbrook. "Resilient -
S-D NLEVPs
www.damtp.cam.ac.uk/user/mjc249/talks/strathclyde_2023_NEP_mjc.pdf15 Jul 2023: e2107151119. [2] Antun, V., M. J. Colbrook, and A. C. Hansen. "Proving existence is not enough: Mathematical paradoxes unravel the limits of neural networks in artificial intelligence." SIAM News 55.4 ... References. , V., M. J. Colbrook, and A. C. Hansen -
PowerPoint Presentation
www.damtp.cam.ac.uk/user/mjc249/talks/CMStats.pdf18 Dec 2022: Not Enough: : Mathematical Paradoxes Unravel the Limits of Neural Networks in Artificial Intelligence,” SIAM News, May 2022.• Choi, “Some AI Systems May Be Impossible to Compute,” IEEE Spectrum, March 2022. -
brum_mjc
www.damtp.cam.ac.uk/user/mjc249/talks/QMU_mjc.pdf29 Feb 2024: Summary : Polar decompositions DMD. Read more in SIAM News! https://github.com/MColbrook/Measure-preserving-Extended-Dynamic-Mode-Decomposition. • ... Computing spectral measures of self-adjoint operators." SIAM review 63.3 (2021): 489-524. -
brum_mjc
www.damtp.cam.ac.uk/user/mjc249/talks/Edinburgh_mjc.pdf21 Mar 2024: Summary : Polar decompositions DMD. Read more in SIAM News! https://github.com/MColbrook/Measure-preserving-Extended-Dynamic-Mode-Decomposition. • ... Computing spectral measures of self-adjoint operators." SIAM review 63.3 (2021): 489-524. -
PowerPoint Presentation
www.damtp.cam.ac.uk/user/mjc249/talks/IMA_data_conference_mjc.pdf20 Sep 2022: Not Enough: : Mathematical Paradoxes Unravel the Limits of Neural Networks in Artificial Intelligence,” SIAM News, May 2022.• Choi, “Some AI Systems May Be Impossible to Compute,” IEEE Spectrum, March 2022.
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