Foundational Models for Physics Research

Presentations

• Towards a foundation model for protein biophysics

  ORAL · Invited

  March 18, 2025, 6:00 PM – March 18, 2025, 6:36 PM

  Presenters

  • Frank Noe

    Microsoft Corporation

  Authors

  • Frank Noe

    Microsoft Corporation

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• Kin Long Kelvin Lee

  ORAL · Invited

  March 18, 2025, 6:36 PM – March 18, 2025, 7:12 PM

  Presenters

  • Kin L Lee

    Intel Labs

  Authors

  • Kin L Lee

    Intel Labs

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• Invited : Kinematic from imaging: a lesson from using machine learning on active nematics

  ORAL · Invited

  March 18, 2025, 7:12 PM – March 18, 2025, 7:48 PM

  Presenters

  • Aparna Baskaran

    Brandeis University

  Authors

  • Aparna Baskaran

    Brandeis University

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• Title: Temporal Deep Learning Architecture for Forecasting Melt Properties in Extrusion-Based Manufacturing Oral: Temporal Deep Learning Architecture for Forecasting Melt Properties in Extrusion-Based Manufacturing

  ORAL

  March 18, 2025, 7:48 PM – March 18, 2025, 8:00 PM

  Presenters

  • Mohammad B Akram

    University of New Haven

  Authors

  • Mohammad B Akram

    University of New Haven

  • Ganesh Balasubramanian

    University of New Haven

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• Using Bayesian Machine Learning to Extend the Range of Ab Initio Many-Body Calculations of Infinite Matter Systems

  ORAL

  March 18, 2025, 8:00 PM – March 18, 2025, 8:12 PM

  Publication: J. Chem. Phys. 161, 134108 (2024)<br>arXiv:2409.18234 (submitted to Physical Review C)

  Presenters

  • Julie L Butler

    University of Mount Union

  Authors

  • Julie L Butler

    University of Mount Union

  • Christian Drischler

    Ohio University

  • Morten Hjorth-Jensen

    Facility for Rare Isotope Beams, Michigan State University, University of Oslo, Facility for Rare Isotope Beams, Michigan State University

  • Gustav R Jansen

    Oak Ridge National Laboratory

  • Justin G Lietz

    NVIDIA Corporation

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• Typical reconstruction limit and phase transition of maximum entropy method

  ORAL

  March 18, 2025, 8:12 PM – March 18, 2025, 8:24 PM

  Presenters

  • Masaru Hitomi

    Tohoku University

  Authors

  • Masaru Hitomi

    Tohoku University

  • Masayuki Ohzeki

    Tohoku University

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• Constructing Superconductivity and Magnetism Databases using Large Language Models

  ORAL

  March 18, 2025, 8:24 PM – March 18, 2025, 8:36 PM

  Publication: Planned paper:<br>Constructing Superconductivity and Magnetism Databases using Large Language Models

  Presenters

  • Louis D Primeau

    University of Tennessee

  Authors

  • Louis D Primeau

    University of Tennessee

  • Yang Zhang

    University of Tennessee

  • Adrian Del Maestro

    University of Tennessee, University of Tennessee-Knoxville

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• Understanding What Large Language Models Are Good For

  ORAL

  March 18, 2025, 8:36 PM – March 18, 2025, 8:48 PM

  Presenters

  • John McNally

    Wolfram Research, Inc.

  Authors

  • John McNally

    Wolfram Research, Inc.

  • Mads Bahrami

    Wolfram Research, Inc.

  • Yi Yin

    Wolfram Research, Inc.

  • Michael Trott

    Wolfram Research, Inc.

  View abstract →