6 citations · 9 across the 4 of their papers we have counts for
4 papers
Phase Transitions in Large Language Models and the Model
Youran Sun, Babak Haghighat
Large language models (LLMs) exhibit unprecedentedly rich scaling behaviors. In physics, scaling behavior is closely related to phase transitions, critical phenomena, and field the…
Modularity of Vafa-Witten Partition Functions from SymTFT
Jin Chen, Wei Cui, Babak Haghighat +1
The 6d (2,0) theory of M5 branes compactified on the product geometry , where is a Kähler 4-manifold, can be studied in two different limits. In one limit, the…
Topological Defect Lines in bosonized Parafermionic CFTs
Babak Haghighat, Youran Sun
Topological defect lines (TDLs) are extended line operators which act on the Hilbert space of two-dimensional CFTs and satisfy non-trivial fusion algebras when forming junctions. A…
Restricted Boltzmann machine representation for the groundstate and excited states of Kitaev Honeycomb model
Mohammadreza Noormandipour, Youran Sun, Babak Haghighat
In this work, the capability of restricted Boltzmann machines (RBMs) to find solutions for the Kitaev honeycomb model with periodic boundary conditions is investigated. The measure…