Lattice Field Theory and Machine Learning

Speaker List

• Gert Aarts (Swansea University)
  • Speaker at

    Diffusion models: cumulants and lattice field theory

• Mathis Gerdes (Universiteit van Amsterdam)
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    Continuous normalizing flows for gauge theories

• Gurtej Kanwar (The University of Edinburgh)
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    What is the flow-based sampling endgame?

• Yuki Nagai (Information Technology Center, The University of Tokyo)
  • Speaker at

    Self-learning Monte Carlo with equivariant Transformer

• Kim Nicoli (University of Bonn)
  • Speaker at

    Hands-on NeuLat: A Toolbox for generative neural samplers in Lattice Field Theory

• Fernando Romero-López (Bern University)
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    Applications of flow models to the generation of correlated lattice QCD ensembles (online)

• Akio Tomiya (Tokyo Woman's Christian University)
  • Speaker at

    Gauge covariant Transforme

• Yi-Zhuang You (University of California, San Diego)
  • Speaker at

    Renormalization Group and Flow-Based Generative Models