Research

Research

  • Consistency Training Across the Transformer Stack, with Gautam, Shah, Dhoot, Maruyama, Wei, Sidey, Gupta, Huang, and Africa, [preprint ], submitted to EMNLP 2026, accepted at AI4GOOD Workshop at ICML 2026
  • Computational design of self-assembling peptide chassis materials for synthetic cells, with Ma, Sharma, Liu and Ferguson, [ Mol. Syst. Des. Eng. (2022) ]
  • Debate update: Obfuscated Arguments Problem [ LessWrong ]

Travel & Conferences

  • SLMath Graduate Summer School: Dynamical Systems and AI, 2026
  • NSF-CBMS Conference on Algorithmic Fractal Dimension, 2024

Research Talks

  • Rigged Hilbert Spaces, Advancement Presentation, Apr 2026
  • The Kernel Trick: A Functional Analysis perspective, Dartmouth Graduate Student Seminar, Oct 2025
  • An Introduction to Random Matrix Theory, Dartmouth Graduate Student Seminar, Jan 2025
  • A Computability-theoretic Approach to the Kakeya Conjecture, Nov 2024