Publications

2025

  1. A mathematical model for ketosis-prone diabetes suggests the existence of multiple pancreatic β-cell inactivation mechanisms
    Sean A. RidoutPriyathama Vellanki, and Ilya Nemenman
    eLife Jul 2025
  2. Better Together: Cross and Joint Covariances Enhance Signal Detectability in Undersampled Data
    Arabind Swain, Sean A. Ridout, and Ilya Nemenman
    arXiv preprint Jul 2025
  3. Distribution of singular values in large sample cross-covariance matrices
    Arabind Swain, Sean A. Ridout, and Ilya Nemenman
    Phys. Rev. E Sep 2025

2024

  1. The dynamics of machine-learned “softness” in supercooled liquids describe dynamical heterogeneity
    Sean A. Ridout, and Andrea J. Liu
    arXiv preprint Sep 2024
  2. Machine learning that predicts well may not learn the correct physical descriptions of glassy systems
    Arabind Swain, Sean A. Ridout, and Ilya Nemenman
    Phys. Rev. Res. Jul 2024
  3. Soft matter roadmap
    Jean-Louis BarratEmanuela Del Gado, Stefan U. Egelhaaf, Xiaoming Mao, Marjolein Dijkstra, David J Pine, and 51 more authors
    Journal of Physics: Materials Jul 2024
  4. Universal scaling function ansatz for finite-temperature jamming
    Sean A. RidoutAndrea J. Liu, and James P. Sethna
    50 Years of the Renormalization Group Jul 2024

2023

  1. Building a “trap model” of glassy dynamics from a local structural predictor of rearrangements
    Sean A. RidoutIndrajit Tah, and Andrea J. Liu
    Europhysics Letters Jul 2023
  2. Identifying microscopic factors that influence ductility in disordered solids
    Hongyi XiaoGe ZhangEntao YangRobert IvancicSean A. RidoutRobert Riggleman, and 2 more authors
    Proceedings of the National Academy of Sciences Jul 2023

2022

  1. Structuro-elasto-plasticity model for large deformation of disordered solids
    Ge ZhangHongyi XiaoEntao YangRobert J. S. IvancicSean A. RidoutRobert A. Riggleman, and 2 more authors
    Physical Review Research Jul 2022
  2. Jammed solids with pins: Thresholds, force networks, and elasticity
    Physical Review E Jul 2022
  3. Correlation of plastic events with local structure in jammed packings across spatial dimensions
    Sean A. RidoutJason W. Rocks, and Andrea J. Liu
    Proceedings of the National Academy of Sciences Jul 2022
  4. Fragility in glassy liquids: A structural approach based on machine learning
    Indrajit TahSean A. Ridout, and Andrea J. Liu
    The Journal of Chemical Physics Jul 2022

2021

  1. Learning-based approach to plasticity in athermal sheared amorphous packings: Improving softness
    Jason W. RocksSean A. Ridout, and Andrea J. Liu
    APL Materials Jul 2021
  2. Mean-Field Predictions of Scaling Prefactors Match Low-Dimensional Jammed Packings
    James D. Sartor, Sean A. Ridout, and Eric I. Corwin
    Physical Review Letters Jul 2021
  3. Interplay of Rearrangements, Strain, and Local Structure during Avalanche Propagation
    Ge ZhangSean A. Ridout, and Andrea J. Liu
    Physical Review X Jul 2021

2020

  1. Structured randomness: jamming of soft discs and pins
    Prairie Wentworth-NiceSean A. Ridout, Brian Jenike, Ari Liloia, and Amy L. Graves
    Soft Matter Jul 2020
  2. Predicting plasticity in disordered solids from structural indicators
    D. RichardM. OzawaS. PatinetE. Stanifer, B. Shang, Sean A. Ridout, and 13 more authors
    Physical Review Materials Jul 2020

2014

  1. Circadian Secretion of the Intestinal Hormone GLP-1 by the Rodent L Cell
    Manuel Gil-Lozano, Erli L. MingomatajW. Kelly WuSean A. Ridout, and Patricia L. Brubaker
    Diabetes Jul 2014