Physics of Learning and Adaptation I
ORAL · MAR-G58 · ID: MAR-G58
Presentations
-
Complex Mechanical Memory and Training via Disorder and Multiple Fields
Oral-In-person
–
Presenters
-
Zeb Rocklin
- Georgia Institute of Technology
Authors
-
Zeb Rocklin
- Georgia Institute of Technology
-
Nathan Croce
-
Yanxin Feng
- Georgia Institute of Technology
-
Amir Salahshoor
- Duke University
-
-
Learning phase relationships through circuits of Kuramoto oscillators
Oral-In-person
–
Presenters
-
Glafira Osipycheva
- University of Pennsylvania
Authors
-
Gary Gao
- University of Pennsylvania
-
Glafira Osipycheva
- University of Pennsylvania
-
Adam Frim
- University of Pennsylvania
-
Lauren Altman
- University of Pennsylvania
-
Andrea Liu
- University of Pennsylvania
-
Douglas Durian
- University of Pennsylvania
-
Marc Miskin
- University of Pennsylvania
-
-
Multi-Mechanism Learning for Dynamic Tasks
Oral-In-person
–
Presenters
-
no chen
- Syracuse University
Authors
-
no chen
- Syracuse University
-
J. M. Schwarz
- Syracuse University
-
Vidyesh Rao Anisetti
-
-
Learning Multiple Behaviors through Viscoelastic Adaptation in Soft Robotic Materials
Oral-In-person
–
Presenters
-
Camille Jorge
- University of Amsterdam
Authors
-
Camille Jorge
- University of Amsterdam
-
Corentin Coulais
- University of Amsterdam
-
-
Perturbative Contrastive Physical Learning in Classical and Quantum Systems
Oral-In-person
–
Presenters
-
Kyung Eun Kim
- University of British Columbia
Authors
-
Kyung Eun Kim
- University of British Columbia
-
Amanuel Anteneh
- University of Virginia
-
Israel Klich
- University of Virginia
-
Olivier Pfister
- University of Virginia
-
Jennifer Schwarz
- Syracuse University
-
-
How network anatomy shapes learning in resistive circuits
Oral-In-person
–
Presenters
-
Adam Kline
- University of Pennsylvania
Authors
-
Adam Kline
- University of Pennsylvania
-
Felipe Martins
- University of Pennsylvania
-
Andrea Liu
- University of Pennsylvania
-
-
Training nonlinear optical neural networks with Scattering Backpropagation
Oral-In-person
–
Publication: N. Dal Cin, F. Marquardt, and C. C. Wanjura, Training nonlinear optical neural networks with Scattering Backpropagation, arXiv:2508.11750 (2025).
Presenters
-
Nicola Dal Cin
- Max Planck Institute for the Science of Light
Authors
-
Nicola Dal Cin
- Max Planck Institute for the Science of Light
-
Florian Marquardt
- Friedrich-Alexander University Erlangen-Nuremberg
-
Clara Wanjura
- Max Planck Institute for Science of Light in Erlangen
-
-
Diffusion Models in Analog Circuits
Oral-In-person
–
Presenters
-
Sophia Handley
- University of Pennsylvania
Authors
-
Sophia Handley
- University of Pennsylvania
-
Andrea Liu
- University of Pennsylvania
-
Douglas Durian
- University of Pennsylvania
-
Marc Miskin
- University of Pennsylvania
-
Sam Dillavou
- University of Pennsylvania
-
Adam Frim
- University of Pennsylvania
-
Adam Kline
- University of Pennsylvania
-
-
Physical Learning on a Fluidic Network
Oral-In-person
–
Presenters
-
Xinbo Li
- University of Pennsylvania
Authors
-
Xinbo Li
- University of Pennsylvania
-
Eleni Katifori
- University of Pennsylvania and Flatiron Institute
-
James Pikul
-
Yoichiro Mori
- Department of Mathematics, University of Pennsylvania, Philadelphia, USA
-
-
Optical Micromanipulation of Isolated Karyoplasts Reveals Active Chromatin-Driven Dissipation in the Nucleus
Oral-In-person
–
Publication: (1) Pogoda, K., Byfield, F., Deptuła, P., Cieśluk, M., Suprewicz, Ł., Skłodowski, K., Shivers, J. L., van Oosten, A., Cruz, K., Tarasovetc, E., Grishchuk, E. L., Mackintosh, F. C., Bucki, R., Patteson, A. E., & Janmey, P. A. (2022). Unique Role of Vimentin Networks in Compression Stiffening of Cells and Protection of Nuclei from Compressive Stress. Nano Letters, 22 (12), 4725-4732.
Presenters
-
Nura Brimo
- Duke University
Authors
-
Nura Brimo
- Duke University
-
-
What can be expressed while allowing physical learning?
Oral-In-person
–
Presenters
-
Michael Abbott
- Yale University
Authors
-
Michael Abbott
- Yale University
-
Benjamin Machta
- Yale University
-
-
A modular platform for decentralized unsupervised learning: the Restricted Kirchoff Machine
Oral-In-person
–
Presenters
-
Lauren Altman
- University of Pennsylvania
Authors
-
Lauren Altman
- University of Pennsylvania
-
Marcelo Guzmán
- University of Pennsylvania
-
Ben du Pont
-
Andrea Liu
- University of Pennsylvania
-
Douglas Durian
- University of Pennsylvania
-
-
Learning from gradient discontinuities : Emergence of multiple memories in athermal disordered packing
Oral-In-person
–
Presenters
-
Aritra Bose
- Institute of Science and Technology Austria
Authors
-
Aritra Bose
- Institute of Science and Technology Austria
-
Carl Goodrich
- Institute of Science and Technology Austria
-
-
An Update on the Lagrangian of the Lotka-Volterra System
Oral-In-person
–
Publication: Planned paper: An Update on the Lagrangian of the Lotka-Volterra System
Presenters
-
Gene Chen
- University of Virginia
Authors
-
Gene Chen
- University of Virginia
-
Joseph Watkins
- University of Virginia
-
-
High-Sensitivity Magnetic Levitation Reveals Hidden Heterogeneity in Nanoparticle Protein Coronas
Oral-In-person
–
Publication: Planned to submit: Samantha Velazquez, William Thompson, Ali Akbar Ashkarran, High-Sensitivity Magnetic Levitation Reveals Hidden Heterogeneity in Nanoparticle Protein Coronas, Analytical Chemistry, 2025.
Presenters
-
Aliakbar Ashkarran
- University of Colorado Colorado Springs
Authors
-
Samantha Velazquez
- University of Colorado, Colorado Springs
-
Will Thompson
- University of Colorado, Colorado Springs
-
Aliakbar Ashkarran
- University of Colorado Colorado Springs
-