11 citations · 11 across the 3 of their papers we have counts for
4 papers
Diffusion Language Models as Open Quantum Systems
Akinori Tanaka, Yukinao Akamatsu, Takuki Tomita +1
Diffusion language models generate text by reversing a classical diffusion process over token sequences. We show that their continuous-time forward and reverse dynamics can be embe…
Effective field theory for dissipative photons from higher-form symmetries
Genki Yoshimura, Yukinao Akamatsu, Yuji Hirono
Recent developments in generalized symmetries have provided new insights into quantum field theories. Within this framework, photons can be understood as Nambu-Goldstone modes asso…
Optimal Observables for the Chiral Magnetic Effect from Machine Learning
Yuji Hirono, Kazuki Ikeda, Dmitri E. Kharzeev +2
The detection of the Chiral Magnetic Effect (CME) in relativistic heavy-ion collisions remains challenging due to substantial background contributions that obscure the expected sig…
Chiral Vortical and Magnetic Effects in Anomalous Hydrodynamics
Xingyu Guo, Dmitri E. Kharzeev, Xu-Guang Huang +2
We employ a 3+1D anomalous hydrodynamics with initial condition generated by HIJING to simulate the chiral vortical effect and the chiral magnetic effect in heavy-ion collisions. T…