Machine Learning Methods at the Intersection of Nuclear and Neutrino Physics

Presentations

• The DNA of nuclear models: How AI predicts nuclear masses

  ORAL

  March 18, 2026, 1:15 PM – March 18, 2026, 1:27 PM

  Publication: https://arxiv.org/abs/2508.08370

  Presenters

  • Kate Richardson

    • Massachusetts Institute of Technology

  Authors

  • Kate Richardson

    • Massachusetts Institute of Technology

  • Sokratis Trifinopoulos

    • CERN

  • Mike Williams

    • Massachusetts Institute of Technology

  View abstract →

• Computer Vision for Video-Based Material Strain Extraction

  ORAL

  March 18, 2026, 1:27 PM – March 18, 2026, 1:39 PM

  Publication: We plan to prepare a manuscript for the AI methodology described in this talk.

  Presenters

  • Sonata B Simonaitis-Boyd

    • University of California, San Diego

  Authors

  • Sonata B Simonaitis-Boyd

    • University of California, San Diego

  • Aobo Li

    • University of California, San Diego

  • Alexander F Leder

    • Los Alamos National Labratory

  View abstract →

• State space models for the Project 8 neutrino mass experiment

  ORAL

  March 18, 2026, 1:39 PM – March 18, 2026, 1:51 PM

  Presenters

  • Hannah P Binney

    • Massachusetts Institute of Technology

  Authors

  • Hannah P Binney

    • Massachusetts Institute of Technology

  • Christina Reissel

    • Massachusetts Institute of Technology

  • Luis Felipe Koehler Domingues

    • Grinnell College

  • Kyungseop Yoon

    • Massachusetts Institute of Technology

  • Joseph AAngelo Formaggio

    • Massachusetts Institute of Technology

  • Philip C Harris

    • MIT
    • Massachusetts Institute of Technology

  View abstract →

• Development and testing of trigger algorithms for the Project 8 experiment

  ORAL

  March 18, 2026, 1:51 PM – March 18, 2026, 2:03 PM

  Presenters

  • Ehteshamul Karim

    • University of Pittsburgh

  Authors

  • Ehteshamul Karim

    • University of Pittsburgh

  View abstract →

• Event reconstruction using Graph Neural Networks in Project 8

  ORAL

  March 18, 2026, 2:03 PM – March 18, 2026, 2:15 PM

  Presenters

  • Vivek Sharma

    • University of Pittsburgh

  Authors

  • Vivek Sharma

    • University of Pittsburgh

  View abstract →

• A 3+1 Sterile Neutrino Global Fit using Simulation-Based Inference

  ORAL

  March 18, 2026, 2:15 PM – March 18, 2026, 2:27 PM

  Publication: Joshua Villarreal et al 2025 Mach. Learn.: Sci. Technol. 6 035053 "A frequentist simulation-based inference treatment of sterile neutrino global fits"

  Presenters

  • Julia P Woodward

    • Massachusetts Institute of Technology

  Authors

  • Julia P Woodward

    • Massachusetts Institute of Technology

  View abstract →

• Physics Informed Neural Network (PINN) and Spherical Harmonic–PINN Approaches for B0 field reconstruction in the LANL nEDM Experiment

  ORAL

  March 18, 2026, 2:27 PM – March 18, 2026, 2:39 PM

  Presenters

  • Prakash Adhikari

    • University of Kentucky

  Authors

  • Prakash Adhikari

    • University of Kentucky

  View abstract →

• The Texas Automated Particle Identification Routine (TAPIR)

  ORAL

  March 18, 2026, 2:39 PM – March 18, 2026, 2:51 PM

  Presenters

  • Bryan M Harvey

    • Texas A&M University College Station

  Authors

  • Bryan M Harvey

    • Texas A&M University College Station

  • Luke Knull

    • Iowa State University

  • Travis Hankins

    • Texas A&M University College Station
    • Texas A&M University, Cyclotron Institute

  • Mike D Youngs

    • Texas A&M University College Station

  • Kris Hagel

    • Texas A&M University Cyclotron Institute
    • Texas A&M University, Cyclotron Institute

  • Alan B McIntosh

    • Advisor
    • Texas A&M University, Cyclotron Institute

  • Sherry J Yennello

    • Texas A&M University College Station
    • Texas A&M University, College Station

  View abstract →