24 citations · 91 across the 16 of their papers we have counts for
17 papers
Generative Modeling of Stochastic Dynamics for Long-Time Evolution
Yang-yang Tan, Jinyang Li, Lingxiao Wang
Exact stochastic equations for non-equilibrium dynamics are rarely accessible. We show that the long-time evolution of stochastic dynamics can be predicted from configuration pairs…
Pion Distribution Amplitudes from Functional QCD
Lei Chang, Wei-jie Fu, Chuang Huang +2
We present the first functional QCD calculation of the pion distribution amplitude (DA) using the large-momentum effective theory within the functional renormalisation group (fRG)…
Diffusion Models for Sampling Near Criticality in Lattice Field Theories
Yang-yang Tan, Gert Aarts, Diaa E. Habibi +2
We investigate generative diffusion models as denoising samplers for two- and three-dimensional lattice theory across the symmetric, near-critical, and broken phases. Validat…
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…
Real-time evolution of critical modes in the QCD phase diagram
Yang-yang Tan, Shi Yin, Yong-rui Chen +2
A QCD-assisted relaxation dynamic model for the critical mode of the critical end point (CEP) in the QCD phase diagram is developed, which allows us to investigate the critical slo…
Density functional theory of renormalization group in nuclear matter
Yong-rui Chen, Wei-jie Fu, Yang-yang Tan
The density functional renormalization group (density-fRG) is proposed to investigate the density fluctuations within the functional renormalization group approach, which allows us…
Four-quark scatterings in QCD III
Wei-jie Fu, Chuang Huang, Jan M. Pawlowski +2
We study the full infrared dynamics of 2+1 flavour QCD with the functional renormalisation group approach. We resolve self-consistently the glue dynamics as well as the dynamics of…
Critical dynamics of Model H within the real-time fRG approach
Yong-rui Chen, Yang-yang Tan, Wei-jie Fu
The critical dynamics of Model H with a conserved order parameter coupled to a transverse momentum density which describes the gas-liquid or binary-fluid transitions is investigate…
Universality of pseudo-Goldstone damping near critical points
Yang-yang Tan, Yong-rui Chen, Wei-jie Fu +1
Real-time dynamics of strongly correlated systems, in particular its critical dynamics near phase transitions, have been always on the cutting edge of studies in diverse fields of…
Four-quark scatterings in QCD II
Wei-jie Fu, Chuang Huang, Jan M. Pawlowski +1
In [1], we initiated a program for the quantitative investigation of dynamical chiral symmetry breaking and resonant bound states in QCD with the functional renormalisation group,…
Critical dynamics within the real-time fRG approach
Yong-rui Chen, Yang-yang Tan, Wei-jie Fu
The Schwinger-Keldysh functional renormalization group (fRG) developed in [1] is employed to investigate critical dynamics related to a second-order phase transition. The effective…
Soft modes in hot QCD matter
Jens Braun, Yong-rui Chen, Wei-jie Fu +9
The chiral crossover of QCD at finite temperature and vanishing baryon density turns into a second order phase transition if lighter than physical quark masses are considered. If t…
Reconstruction of baryon number distributions
Chuang Huang, Yang-yang Tan, Rui Wen +2
The maximum entropy method (MEM) and the Gaussian process (GP) regression, which are both well-suited for the treatment of inverse problems, are used to reconstruct net-baryon numb…
Criticality of the universality via global solutions to nonperturbative fixed-point equations
Yang-yang Tan, Chuang Huang, Yong-rui Chen +1
Fixed-point equations in the functional renormalization group approach are integrated from large to vanishing field, where an asymptotic potential in the limit of large field is im…
Four-quark scatterings in QCD I
Wei-jie Fu, Chuang Huang, Jan M. Pawlowski +1
We investigate dynamical chiral symmetry breaking and the emergence of mesonic bound states from the infrared dynamics of four-quark scatterings. Both phenomena originate from the…
Renormalised spectral flows
Jens Braun, Yong-rui Chen, Wei-jie Fu +11
We derive renormalised finite functional flow equations for quantum field theories in real and imaginary time that incorporate scale transformations of the renormalisation conditio…
Real-time dynamics of the scalar theory within the fRG approach
Yang-yang Tan, Yong-rui Chen, Wei-jie Fu
In this paper, the real-time dynamics of the scalar theory is studied within the functional renormalization group formulated on the Schwinger-Keldysh closed time path. The f…