2 papers
hep-th2026
Reconstructing conformal field theoretical compositions with Transformers
Haotian Cao, Garrett Merz, Kyle Cranmer +1
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.…
astro-ph.CO2025
Learning from Topology: Cosmological Parameter Estimation from the Large-scale Structure
Jacky H. T. Yip, Adam Rouhiainen, Gary Shiu
The topology of the large-scale structure of the universe contains valuable information on the underlying cosmological parameters. While persistent homology can extract this topolo…