Physics of Learning and Adaptation II

Presentations

• Learning statical and dynamical behaviors in robotic metamaterials

  ORAL

  March 19, 2025, 8:00 AM – March 19, 2025, 8:12 AM

  Presenters

  • Yao Du

    • University of Amsterdam

  Authors

  • Yao Du

    • University of Amsterdam

  • Jonas Veenstra

    • University of Amsterdam

  • Ryan van Mastrigt

    • ESPCI Paris - PSL University

  • Corentin Coulais

    • University of Amsterdam

  View abstract →

• Noisy and biased learning dynamics of physical systems

  ORAL

  March 19, 2025, 8:12 AM – March 19, 2025, 8:24 AM

  Presenters

  • Marcelo Guzmán

    • University of Pennsylvania

  Authors

  • Marcelo Guzmán

    • University of Pennsylvania

  • Sam J Dillavou

    • University of Pennsylvania

  • Andrea J Liu

    • University of Pennsylvania

  • Douglas J Durian

    • University of Pennsylvania

  View abstract →

• Insights into adaptive learning of general dynamical behaviors

  ORAL

  March 19, 2025, 8:24 AM – March 19, 2025, 8:36 AM

  Presenters

  • Adam Gabriel Frim

    • University of Pennsylvania

  Authors

  • Adam Gabriel Frim

    • University of Pennsylvania

  • Andrea J Liu

    • University of Pennsylvania

  View abstract →

• Physical learning in evolving finite state machines

  ORAL

  March 19, 2025, 8:36 AM – March 19, 2025, 8:48 AM

  Presenters

  • Jennifer M Schwarz

    • Syracuse University
    • Department of Physics, Syracuse University

  Authors

  • Jennifer M Schwarz

    • Syracuse University
    • Department of Physics, Syracuse University

  View abstract →

• Abstract Withdrawn

  ORAL · Withdrawn

  March 19, 2025, 8:48 AM – March 19, 2025, 9:00 AM

  View abstract →

• Controlling emergent structures in biological networks in the presence of limited resources

  ORAL

  March 19, 2025, 9:00 AM – March 19, 2025, 9:12 AM

  Presenters

  • Agnish Kumar Behera

    • University of Chicago

  Authors

  • Agnish Kumar Behera

    • University of Chicago

  • Deb Sankar Banerjee

    • University of Chicago

  • Rituparno Mandal

    • University of Göttingen

  • Suriyanarayanan Vaikuntanathan

    • University of Chicago

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• Abstract Withdrawn

  ORAL · Withdrawn

  March 19, 2025, 9:12 AM – March 19, 2025, 9:24 AM

  View abstract →

• Overcoming Catastrophic Forgetting in Physical Systems

  ORAL

  March 19, 2025, 9:24 AM – March 19, 2025, 9:36 AM

  Publication: Overcoming Catastrophic Forgetting in Physical Learning Machines (in preparation)

  Presenters

  • Purba Chatterjee

    • University of Pennsylvania

  Authors

  • Purba Chatterjee

    • University of Pennsylvania

  • Marcelo Guzmán

    • University of Pennsylvania

  • Andrea J Liu

    • University of Pennsylvania

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• Tunable ligand discrimination via kinetic sorting

  ORAL

  March 19, 2025, 9:36 AM – March 19, 2025, 9:48 AM

  Publication: https://www.biorxiv.org/content/10.1101/2024.10.01.615884v1

  Presenters

  • Purushottam D Dixit

    • Yale university
    • Yale University

  Authors

  • Purushottam D Dixit

    • Yale university
    • Yale University

  • Andrew Goetz

    • Yale University

  • Ralitsa Madsen

    • MRC Protein Phosphorylation and Ubiquitylation Unit, University of Dundee, Dundee, DD1 5EH

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• Learning and Adaptation in Particle Lenia

  ORAL

  March 19, 2025, 9:48 AM – March 19, 2025, 10:00 AM

  Presenters

  • Nada Elmeligy

    • Department of Physics, Syracuse University

  Authors

  • Nada Elmeligy

    • Department of Physics, Syracuse University

  • Jennifer M Schwarz

    • Syracuse University
    • Department of Physics, Syracuse University

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• Ecosystems as adaptive living circuits

  ORAL

  March 19, 2025, 10:00 AM – March 19, 2025, 10:12 AM

  Presenters

  • Akshit Goyal

    • Tata Institute of Fundamental Research (TIFR)

  Authors

  • Akshit Goyal

    • Tata Institute of Fundamental Research (TIFR)

  • Ankit Dhanuka

    • NCBS

  • Arvind Murugan

    • University of Chicago

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• Simple Controllers Select for Soft Modes

  ORAL

  March 19, 2025, 10:12 AM – March 19, 2025, 10:24 AM

  Presenters

  • Christopher Russo

    • University of Chicago

  Authors

  • Christopher Russo

    • University of Chicago

  • David Pincus

    • University of Chicago

  • Kabir B Husain

    • University of Chicago
    • University College London

  • Arvind Murugan

    • University of Chicago

  • Arvind Murugan

    • University of Chicago

  View abstract →

• Abstract Withdrawn

  ORAL · Withdrawn

  March 19, 2025, 10:24 AM – March 19, 2025, 10:36 AM

  View abstract →