220 citations · 2.1k across the 92 of their papers we have counts for
92 papers
Solving Functional Renormalization Group Equations with Neural Networks
Yang-yang Tan, Wei-jie Fu, Lianyi He +1
We employ deep neural networks to represent the field derivative of the scale-dependent effective potential in the functional renormalization group (fRG) framework for nonperturbat…
Absence of charged pion condensation in a magnetic field with parallel rotation
Puyuan Bai, Lianyi He
We investigate the critical temperature of a relativistic Bose-Einstein condensate of charged bosons driven by rotation in a parallel magnetic field [Y. Liu and I. Zahed, Phys. Rev…
Building imaginary-time thermal field theory with artificial neural networks
Tian Xu, Lingxiao Wang, Lianyi He +2
In this study, we introduce a novel approach in quantum field theories to estimate the action using the artificial neural networks (ANNs). The estimation is achieved by learning on…
The dressed molecules theory for the quasi-two-dimensional quantum anomaly
Fan Wu, Jian-shen Hu, Lianyi He
In this work, the dressed molecules theory is used to describe the two-dimensional quantum anomaly of breathing mode in the recent experimental system\cite{Holten2018,Peppler2018}.…
Investigation of the tetraquark states in the improved chromomagnetic interaction model
Tao Guo, Jianing Li, Jiaxing Zhao +1
In the framework of the improved chromomagnetic interaction model, we complete a systematic study of the -wave tetraquark states (, and ) with…
Dynamic structure factor of one-dimensional Fermi superfluid with spin-orbit coupling
Zheng Gao, Lianyi He, Huaisong Zhao +2
We theoretically calculate the density dynamic structure factor of one-dimensional Fermi superfluid with Raman-type spin-orbit coupling, and analyze its main dynamical character du…