Data-Driven Models in Biological Materials

FOCUS · MAR-J69 · ID: 3991839

Presentations

  • ORAL

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    Publication: "Dynamic Temporal Modeling of Abdominal Aortic Aneurysm Morphology with Z-SINDy" (preprint)

    Presenters

    • JOSEPH A PUGAR

      • University of Chicago

    Authors

    • JOSEPH A PUGAR

      • University of Chicago

    • Junsung Kim

      • University of Chicago

    • Nhung Nguyen

      • University of Chicago

    • Andrei A. Klishin

      • University of Hawaiʻi at Mānoa

    • Luka Pocivavsek

      • University of Chicago

    View abstract →

  • ORAL

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    Publication: https://www.medrxiv.org/content/10.1101/2025.09.29.25336910v1

    Presenters

    • Andrei A. Klishin

      • University of Hawaiʻi at Mānoa

    Authors

    • JOSEPH A PUGAR

      • University of Chicago

    • Junsung Kim

      • University of Chicago

    • Nhung Nguyen

      • University of Chicago

    • Andrei A. Klishin

      • University of Hawaiʻi at Mānoa

    • Luka Pocivavsek

      • University of Chicago

    View abstract →

  • ORAL

    –

    Presenters

    • Charles Davis

      • University of Chicago

    Authors

    • Sanjeev S Dhara

      • University of Chicago

    • Anna Gaffney

      • University of Chicago

    • Charles Davis

      • University of Chicago

    • Ziga Donik

      • University of Maribor

    • JOSEPH A PUGAR

      • University of Chicago

    • Junsung Kim

      • University of Chicago

    • Shreya Singh

      • University of Chicago

    • Luka Pocivavsek

      • University of Chicago

    • Nhung Nguyen

      • University of Chicago

    View abstract →

  • ORAL

    –

    Publication: S. Minor, B. D. Elderd, D. M. Bortz, and V. Dukic. Weak Form Learning for Mean-Field Partial Differential
    Equations: An Application to Insect Movement. arXiv:2510.07786, Oct. 2025.
    A. Tran and D. M. Bortz. Weak Form Scientific Machine Learning: Test Function Construction for System
    Identification. arXiv:2507.03206, July 2025.
    N. Heitzman-Breen, V. Dukic, and D. M. Bortz. A practical identifiability criterion leveraging weak-form
    parameter estimation. arXiv:2506.17373, June 2025.
    R. Lyons, V. Dukic, and D. M. Bortz. Learning Structured Population Models from Data with WSINDy.
    arXiv:2506.24101, June 2025.
    N. Rummel, D. A. Messenger, S. Becker, V. Dukic, and D. M. Bortz. WENDy for Nonlinear-in-Parameter
    ODEs. arXiv:2502.08881, Feb. 2025.

    Presenters

    • David M Bortz

      • University of Colorado Boulder
      • University of Colorado

    Authors

    • David M Bortz

      • University of Colorado Boulder
      • University of Colorado

    View abstract →

  • ORAL

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    Publication: Planned Paper: Neuron Interactions with Interstitial Cells of Cajal Form an Intrinsic Pattern Generator for Proximal Colon Motility

    Presenters

    • Andrea J Welsh

      • Texas A&M University

    Authors

    • Andrea J Welsh

      • Texas A&M University

    • Bard Ermentrout

      • University of Pittsburgh

    • Adam Usmanov

      • University of Pittsburgh

    • Kristen Smith-Edwards

      • The Mayo Clinic

    • Wilmarie Morales-Soto

      • The Mayo Clinic

    • Cameron Watt

      • University of Pittsburgh

    View abstract →

  • ORAL

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    Publication: Krishna Rijal, Caroline M. Holmes, Samantha Petti, Gautam Reddy, Michael M. Desai, and Pankaj Mehta. Inferring genotype-phenotype maps using attention models. bioRxiv (2025). https://doi.org/10.1101/2025.04.11.648465

    Presenters

    • Krishna Rijal

      • Boston University

    Authors

    • Krishna Rijal

      • Boston University

    • Caroline M Holmes

      • Harvard University

    • Samantha Petti

      • Tufts University

    • Gautam Reddy

      • Princeton University

    • Michael Desai

      • Harvard University

    • Pankaj Mehta

      • Boston University

    View abstract →

  • ORAL

    –

    Publication: Analysis of SANS profiles using CREASE to characterize the nanoscopic domains in lipid bilayer vesicles (planned paper)

    Presenters

    • Rohan Adhikari Sridhar

      • University of Delaware

    Authors

    • Rohan Adhikari Sridhar

      • University of Delaware

    • Sri V. R. Akepati

      • University of Delaware

    • Vaibhav Venkat

      • Westlake High School

    • Arthi Jayaraman

      • University of Delaware

    View abstract →