48 citations · 67 across the 4 of their papers we have counts for
4 papers
Decoding conformal field theories: from supervised to unsupervised learning
En-Jui Kuo, Alireza Seif, Rex Lundgren +2
We use machine learning to classify rational two-dimensional conformal field theories. We first use the energy spectra of these minimal models to train a supervised learning algori…
Entanglement entropy of the large Wilson-Fisher conformal field theory
Seth Whitsitt, William Witczak-Krempa, Subir Sachdev
We compute the entanglement entropy of the Wilson-Fisher conformal field theory (CFT) in 2+1 dimensions with O() symmetry in the limit of large for general entanglement geom…
Renormalization Group Analysis of a Fermionic Hot Spot Model
Seth Whitsitt, Subir Sachdev
We present a renormalization group (RG) analysis of a fermionic "hot spot" model of interacting electrons on the square lattice. We truncate the Fermi surface excitations to linear…
Exact Chiral Spin Liquids and Mean-Field Perturbations of Gamma Matrix Models on the Ruby Lattice
Seth Whitsitt, Victor Chua, Gregory A. Fiete
We theoretically study an exactly solvable Gamma matrix generalization of the Kitaev spin model on the ruby lattice, which is a honeycomb lattice with "expanded" vertices and links…