Publications

• Better without U: Impact of Selective Hubbard U Correction on Foundational MLIPs
  T Warford, FL Thiemann, G Csányi
  Machine Learning: Science and Technology, 2026
  DOI Google Scholar
• Elf autoencoder for unsupervised exploration of flat-band materials using electronic band structure fingerprints
  HK Pentz, T Warford, I Timokhin, H Zhou, Q Yang, A Bhattacharya, ...
  Communications physics 8 (1), 25, 2025
  DOI Google Scholar
• A Bayesian Optimization Through Sequential Monte Carlo and Statistical Physics-Inspired Techniques
  A Lebedev, ME Şahin, T Warford
  International Conference on Computational Science, 621-628, 2023
  DOI Google Scholar
• Triviality metric for high-throughput detection of topological flat band materials
  A Bhattacharya, HK Pentz, T Warford, A Mishchenko
  Preprint
  Google Scholar

A complete and up-to-date record is available on Google Scholar and ORCID.