Machine learning Lie structures & applications to physics

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 computation of tensor products and branching rules of irreducible representations is machine-learnable, and can achieve...

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Bibliographic Details
Main Authors: Heng-Yu Chen, Yang-Hui He, Shailesh Lal, Suvajit Majumder
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Physics Letters B
Online Access:http://www.sciencedirect.com/science/article/pii/S0370269321002379