AI RESEARCH
Reconstructing conformal field theoretical compositions with Transformers
arXiv CS.LG
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ArXi:2605.01072v1 Announce Type: cross We study the use of transformers to reconstruct the compositions of tensor products of two-dimensional rational conformal field theories (RCFTs) based on their low-energy spectra. The task is challenging due to its combinatorial nature. The constituent theories are characterized by their central charges and affine Lie algebra labels. We achieve 98% accuracy in recovering the constituents of tensor products theories constructed from Wess-Zumino-Witten models.