221 citations · 1.4k across the 33 of their papers we have counts for
33 papers
On the generalizability of artificial neural networks in spin models
Hon Man Yau, Nan Su
The applicability of artificial neural networks (ANNs) is typically limited to the models they are trained with and little is known about their generalizability, which is a pressin…
An equation-of-state-meter of QCD transition from deep learning
Long-Gang Pang, Kai Zhou, Nan Su +3
Supervised learning with a deep convolutional neural network is used to identify the QCD equation of state (EoS) employed in relativistic hydrodynamic simulations of heavy-ion coll…
Strong-coupling effects in a plasma of confining gluons
Wojciech Florkowski, Radoslaw Ryblewski, Nan Su +1
The plasma consisting of confining gluons resulting from the Gribov quantization of the SU(3) Yang-Mills theory is studied using non-equilibrium fluid dynamical framework. Exploiti…
Mesons in strong magnetic fields: (I) General analyses
Koichi Hattori, Toru Kojo, Nan Su
We study properties of neutral and charged mesons in strong magnetic fields |eB|>> Lambda_QCD^2 with Lambda_QCD being the QCD renormalization scale. Assuming long-range interaction…
Transport coefficients of the Gribov-Zwanziger plasma
Wojciech Florkowski, Radoslaw Ryblewski, Nan Su +1
We study dynamic features of a plasma consisting of gluons whose infrared dynamics is improved by the Gribov-Zwanziger quantization. This approach embodies essential features of co…
Three-loop HTLpt thermodynamics at finite temperature and chemical potential
Aritra Bandyopadhyay, Najmul Haque, Munshi G. Mustafa +2
In this proceedings we present a state-of-the-art method of calculating thermodynamic potential at finite temperature and finite chemical potential, using Hard Thermal Loop perturb…