Information Theory and Physics

Presentations

• The Other Side of Entropy

  ORAL · Invited

  March 7, 2023, 3:00 PM – March 7, 2023, 3:36 PM

  Publication: S. Ro, B. Guo, A. Shih, T.V. Phan, R.H. Austin, D. Levine, P.M. Chaikin, S. Martiniani, "Play. Pause. Rewind. Measuring local entropy production and extractable work in active matter", Phys. Rev. Lett., in press, arXiv preprint arXiv:2105.12707 (2022)
  
  S. Martiniani, Y. Lemberg, P. M. Chaikin, D. Levine, "Correlation lengths in the language of computable information", Phys. Rev. Lett., 125, 170601 (2020)
  
  S. Martiniani, P. M. Chaikin, D. Levine, "Quantifying hidden order out of equilibrium", Phys. Rev. X, 9, 011031 (2019)
  
  M. Kasiulis, S. Martiniani, "When you can't count sample! Computable entropies beyond equilibrium from basin volumes", arXiv preprint arXiv:2207.08241

  Presenters

  • Stefano Martiniani

    • New York University

  Authors

  • Stefano Martiniani

    • New York University

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• First Law of Thermodynamics with strong coupling.

  ORAL

  March 7, 2023, 3:36 PM – March 7, 2023, 3:48 PM

  Publication: This research is performed together with Gavin Crooks. We plan to publish in PRL.

  Presenters

  • Susanne Still

    • University of Hawaii at Manoa

  Authors

  • Susanne Still

    • University of Hawaii at Manoa

  • Gavin E Crooks

    • Rigetti Quantum Computing

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• Information and Optimal Inference

  ORAL

  March 7, 2023, 3:48 PM – March 7, 2023, 4:00 PM

  Presenters

  • Michael C Abbott

    • Yale University

  Authors

  • Michael C Abbott

    • Yale University

  • Julian A Rubinfien

    • Yale
    • Yale University

  • Benjamin B Machta

    • Physics, Qbio Institute, Yale University
    • Yale University

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• Data Efficiency of the Symmetric Information Bottleneck

  ORAL

  March 7, 2023, 4:00 PM – March 7, 2023, 4:12 PM

  Presenters

  • K. Michael Martini

    • Emory University

  Authors

  • K. Michael Martini

    • Emory University

  • Ilya M Nemenman

    • Emory
    • Emory University

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• Machine-Learning surrogates for information geometric analysis of multi-parameter models

  ORAL

  March 7, 2023, 4:12 PM – March 7, 2023, 4:24 PM

  Presenters

  • Jay C Spendlove

    • Brigham Young University

  Authors

  • Jay C Spendlove

    • Brigham Young University

  • Mark K Transtrum

    • Brigham Young University

  • Tracianne B Neilsen

    • Brigham Young University

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• Optimal compression and transcriptional control

  ORAL

  March 7, 2023, 4:24 PM – March 7, 2023, 4:36 PM

  Presenters

  • Marianne Bauer

    • Princeton University
    • TU Delft

  Authors

  • Marianne Bauer

    • Princeton University
    • TU Delft

  • William S Bialek

    • Princeton University

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• The Information Bottleneck and the double pendulum: Using machine learning to study how chaos destroys information

  ORAL

  March 7, 2023, 4:36 PM – March 7, 2023, 4:48 PM

  Presenters

  • Kieran A Murphy

    • University of Pennsylvania

  Authors

  • Kieran A Murphy

    • University of Pennsylvania

  • Dani S Bassett

    • University of Pennsylvania

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• What does it mean to invert an Exact Renormalization Group Flow?

  ORAL

  March 7, 2023, 4:48 PM – March 7, 2023, 5:00 PM

  Publication: 'What does it mean to invert an Exact Renormalization Group flow?' authored by David S. Berman and Marc S. Klinger, currently in preparation for publication.

  Presenters

  • Marc Klinger

    • University of Illinois at Urbana Champaign

  Authors

  • Marc Klinger

    • University of Illinois at Urbana Champaign

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• An Equivalence between the Exact Renormalization Group and Continuous Entanglement Renormalization

  ORAL

  March 7, 2023, 5:00 PM – March 7, 2023, 5:12 PM

  Publication: Exact renormalization and cMERA (in preparation)

  Presenters

  • Samuel Goldman

    • University of Illinois at Urbana-Champaign

  Authors

  • Samuel Goldman

    • University of Illinois at Urbana-Champaign

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• Information driven renormalisation group on irregular lattices

  ORAL

  March 7, 2023, 5:12 PM – March 7, 2023, 5:24 PM

  Publication: M. Koch-Janusz, D. E. Gökmen, Z. Ringel, S. Biswas, and F. Flicker, Discovering emergent scale invariance of dimers on Amman-Beenker quasicrystal with information RG (in preperation)

  Presenters

  • Doruk Efe Gokmen

    • ETH Zurich

  Authors

  • Doruk Efe Gokmen

    • ETH Zurich

  • Maciej Koch-Janusz

    • Univ of Zurich

  • Zohar Ringel

    • Hebrew University of Jerusalem

  • Sounak Biswas

    • University of Wuerzburg

  • Felix Flicker

    • Cardiff University

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• Constrained Models on Quasicrystals

  ORAL

  March 7, 2023, 5:24 PM – March 7, 2023, 5:36 PM

  Publication: Jerome Lloyd, Sounak Biswas, Steven H. Simon, S. A. Parameswaran, and Felix Flicker, Statistical mechanics of dimers on quasiperiodic Ammann-Beenker tilings, Physical Review B 106, 094202 (2022)

  Presenters

  • Felix Flicker

    • Cardiff University

  Authors

  • Felix Flicker

    • Cardiff University

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• Phase transition in the computational complexity of the shortest common superstring and genome assembly

  ORAL

  March 7, 2023, 5:36 PM – March 7, 2023, 5:48 PM

  Publication: Preprint arXiv:2210.09986.

  Presenters

  • David Yllanes

    • Chan Zuckerberg Biohub

  Authors

  • David Yllanes

    • Chan Zuckerberg Biohub

  • Victor Martin-Mayor

    • Univ Complutense

  • Luis Antonio Fernandez

    • Univ Complutense

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• First passage time and information of a one-dimensional Brownian particle with stochastic resetting to random positions

  ORAL

  March 7, 2023, 5:48 PM – March 7, 2023, 6:00 PM

  Publication: https://arxiv.org/abs/2206.14387

  Presenters

  • Javier Q Toledo-Marin

    • University of British Columbia

  Authors

  • Javier Q Toledo-Marin

    • University of British Columbia

  • Denis Boyer

    • Instituto de Fisica, UNAM

  View abstract →