141 citations · 999 across the 54 of their papers we have counts for
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Machine Learning Lie Structures & Applications to Physics
Heng-Yu Chen, Yang-Hui He, Shailesh Lal +1
Classical and exceptional Lie algebras and their representations are among the most important tools in the analysis of symmetry in physical systems. In this letter we show how the…
Machine Learning Etudes in Conformal Field Theories
Heng-Yu Chen, Yang-Hui He, Shailesh Lal +1
We demonstrate that various aspects of Conformal Field Theory are amenable to machine learning. Relatively modest feed-forward neural networks are able to distinguish between scale…
Quantum Integrable Systems from Supergroup Gauge Theories
Heng-Yu Chen, Taro Kimura, Norton Lee
In this note, we establish several interesting connections between the supergroup gauge theories and the super integrable systems, i.e. gauge theories with supergroups as their gau…
Superconformal Block from Holographic Geometry
Heng-Yu Chen, Jun-ichi Sakamoto
We explicitly construct the holographic dual configuration for the four dimensional superconformal block containing half-BPS scalar primary operators by considering…