Lecture Series & Schools

In addition to regular teaching at Northeastern, I have delivered lecture series and schools at leading institutions around the world.

  • IWR School on Machine Learning for Fundamental Physics
    Heidelberg University
    Architecture is All You Need & NN=FT
    Sep 2025
  • Physics for AI Workshop
    Oxford University
    Lectures on Machine Learning for Field Theory & Field Theory for Machine Learning
    Mar 2025
  • TASI Lectures on Physics for ML
    University of Colorado, Boulder
    Three lectures: Neural Network Expressivity, Statistics, and Dynamics
    Jun 2024
  • Pre-SUSY 2022 Lecture Series
    University of Ioannina
    Two lectures: Machine Learning for High Energy Theory
    Jun 2022
  • Beijing Geometry and Physics Seminar
    Yau Mathematical Science Center, Tsinghua University
    Three lectures: Complexity, Physics, and Effective Theories of Deep Learning
    May 2021
  • Accelerate Science Winter School 2021
    Cambridge University
    A Triangle of Influence: Physics, Pure Mathematics, and Computer Science
    Feb 2021
  • Lectures on ML and String Theory
    Osaka University
    Three lectures: Machine Learning, the String Landscape, and Computational Complexity
    Oct 2019
  • TASI Lectures
    University of Colorado, Boulder
    Two lectures: String Remnants
    Jun 2017

Summer Schools Organized

  • IAIFI Summer School
    NSF AI Institute for AI and Fundamental Interactions — chair of the organizing committee
    2022 & 2023