Our papers are the official record of our discoveries. They allow others to build on and apply our work. Each paper is the result of many months of research, so we make a special effort to make them clear, beautiful and inspirational, and publish them in leading journals.

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  • Machine-learning the classification of spacetimes

    Gravity

    YHY. HeJI Physics Letters B

    AI classifies space-time

    A neural network learns to classify different types of spacetime in general relativity according to their algebraic Petrov classification.

  • Crystal melting, BPS quivers and plethystics

    String theory

    YHY. He Journal of High Energy Physics

    Algebra of melting crystals

    Certain states in quantum field theories are described by the geometry and algebra of melting crystals via properties of partition functions.

  • Mahler measure for a quiver symphony

    String theory

    YHY. He Communications in Mathematical Physics

    Mahler measure for quivers

    Mahler measure from number theory is used for the first time in physics, yielding “Mahler flow” which extrapolates different phases in QFT.