publications

2024

  1. eulerpinn.png
    Euler operators for mis-specified physics-informed neural networks
    Charlie Cowen-Breen, Yongji Wang, Stephen Bates, and 1 more author
    ICML Workshop on AI for Science, 2024

2023

  1. Screenshot 2023-08-15 at 10.14.11.png
    Logion: Machine-Learning Based Detection and Correction of Textual Errors in Greek Philology
    Charlie Cowen-Breen, Creston Brooks, Johannes Haubold, and 1 more author
    RANLP Workshop on Ancient Language Processing, 2023
  2. Logion art.jpeg
    Machine Learning and the Future of Philology: A Case Study
    Barbara Graziosi, Johannes Haubold, Charlie Cowen-Breen, and 1 more author
    Transactions of the American Philological Association, 2023
  3. Screenshot 2023-09-20 at 11.16.51.png
    Discovering the rheology of Antarctic Ice Shelves via physics-informed deep learning
    Yongji Wang, Ching-Yao Lai, and Charlie Cowen-Breen
    (Preprint), 2023
  4. Screenshot 2023-08-15 at 10.19.30.png
    Logion: Technical Report
    Charlie Cowen-Breen, Creston Brooks, Johannes Haubold, and 1 more author
    2023
  5. Master’s Thesis
    Guidelines for Sample Sizes: Confirmatory Randomised Controlled Trials are nearly Optimal for Overall Patient Health, if the Right Number of Patients is Chosen
    Charlie Cowen-Breen
    2023

2022

  1. Undergraduate Senior Thesis
    Navigating Physically-Informed Loss Landscapes with Stochastic Gradient Descent
    Charlie Cowen-Breen
    2022

2021

  1. Screenshot 2023-09-20 at 11.15.34.png
    Inferring flow law of ice shelves using physics-informed neural networks
    Yongji Wang, Elijah Pomerantz, Charlie Cowen-Breen, and 2 more authors
    APS Division of Fluid Dynamics, 2021