Data-driven Dynamical Systems in Biology and Soft matter

Presentations

• Machine Learning for Scientific Discovery

  ORAL · Invited

  March 9, 2023, 11:00 AM – March 9, 2023, 11:36 AM

  Presenters

  • Steven L Brunton

    University of Washington

  Authors

  • Steven L Brunton

    University of Washington

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• Multiphysics and multiscale modeling of erythrophagocytosis

  ORAL · Invited

  March 9, 2023, 11:36 AM – March 9, 2023, 12:12 PM

  Presenters

  • He Li

    Brown University

  Authors

  • He Li

    Brown University

  • Yu Zhang

    Department of Biomedical Engineering

  • Chen Zhao

    Department of Biomedical Engineering

  • Ming Dao

    Massachusetts Institute of Technology

  • Aeksander Popel

    Department of Biomedical Engineering

  • George E Karniadakis

    Brown University

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• Symmetry-informed model inference for living matter

  ORAL · Invited

  March 9, 2023, 12:12 PM – March 9, 2023, 12:48 PM

  Publication: Romeo*, Hastwell* et al, eLife 10: e68679, 2021 <br>Supekar et al, arXiv: 2101.06568<br>Cohen*, Hastewell* et al, arXiv: 2205.10725

  Presenters

  • Jorn Dunkel

    Massachusetts Institute of Technology, Massachusetts Institute of Technology MIT

  Authors

  • Jorn Dunkel

    Massachusetts Institute of Technology, Massachusetts Institute of Technology MIT

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• Data-Driven Reduction of Intrisically Nonlinear Dynamics to Spectral Submanifolds: Theory and Applications

  ORAL · Invited

  March 9, 2023, 12:48 PM – March 9, 2023, 1:24 PM

  Presenters

  • George Haller

    ETH Zurich

  Authors

  • George Haller

    ETH Zurich

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• Principles of cellular behavior: integrating cellular structure, dynamics, and decision making in a unicellular walker

  ORAL · Invited

  March 9, 2023, 1:24 PM – March 9, 2023, 2:00 PM

  Presenters

  • Benjamin Larson

    UCSF

  Authors

  • Benjamin Larson

    UCSF

  View abstract →