Physics of Learning and Adaptation II

Presentations

• Learning statical and dynamical behaviors in robotic metamaterials

  ORAL

  March 19, 2025, 11:00 AM – March 19, 2025, 11:12 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, 11:12 AM – March 19, 2025, 11:24 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, 11:24 AM – March 19, 2025, 11:36 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, 11:36 AM – March 19, 2025, 11:48 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• Abstract Withdrawn

  ORAL Withdrawn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, 11:48 AM – March 19, 2025, 12:00 PM

  View abstract →

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

  ORAL

  March 19, 2025, 12:00 PM – March 19, 2025, 12:12 PM

  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

  View abstract →

• Abstract Withdrawn

  ORAL Withdrawn

  March 19, 2025, 12:12 PM – March 19, 2025, 12:24 PM

  View abstract →

• Overcoming Catastrophic Forgetting in Physical Systems

  ORAL

  March 19, 2025, 12:24 PM – March 19, 2025, 12:36 PM

  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

  View abstract →

• Tunable ligand discrimination via kinetic sorting

  ORAL

  March 19, 2025, 12:36 PM – March 19, 2025, 12:48 PM

  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

  View abstract →

• Learning and Adaptation in Particle Lenia

  ORAL

  March 19, 2025, 12:48 PM – March 19, 2025, 1:00 PM

  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

  View abstract →

• Ecosystems as adaptive living circuits

  ORAL

  March 19, 2025, 1:00 PM – March 19, 2025, 1:12 PM

  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

  View abstract →

• Simple Controllers Select for Soft Modes

  ORAL

  March 19, 2025, 1:12 PM – March 19, 2025, 1:24 PM

  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, 1:24 PM – March 19, 2025, 1:36 PM

  View abstract →