An equation-of-state-meter of quantum chromodynamics transition from deep learning

The large data generated in heavy-ion collision experiments require careful analysis to understand the physics. Here the authors use the deep-learning method to sort equation of states in QCD transition and analyze the simulated data sets mimicking the heavy-ion collision experiments.

Guardado en:

Detalles Bibliográficos
Autores principales:	Long-Gang Pang, Kai Zhou, Nan Su, Hannah Petersen, Horst Stöcker, Xin-Nian Wang
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/1ca7b75f4eb446d4a968181d0b0fb0a1
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:1ca7b75f4eb446d4a968181d0b0fb0a1
record_format	dspace
spelling	oai:doaj.org-article:1ca7b75f4eb446d4a968181d0b0fb0a12021-12-02T16:49:49ZAn equation-of-state-meter of quantum chromodynamics transition from deep learning10.1038/s41467-017-02726-32041-1723https://doaj.org/article/1ca7b75f4eb446d4a968181d0b0fb0a12018-01-01T00:00:00Zhttps://doi.org/10.1038/s41467-017-02726-3https://doaj.org/toc/2041-1723The large data generated in heavy-ion collision experiments require careful analysis to understand the physics. Here the authors use the deep-learning method to sort equation of states in QCD transition and analyze the simulated data sets mimicking the heavy-ion collision experiments.Long-Gang PangKai ZhouNan SuHannah PetersenHorst StöckerXin-Nian WangNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-6 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Long-Gang Pang Kai Zhou Nan Su Hannah Petersen Horst Stöcker Xin-Nian Wang An equation-of-state-meter of quantum chromodynamics transition from deep learning
description	The large data generated in heavy-ion collision experiments require careful analysis to understand the physics. Here the authors use the deep-learning method to sort equation of states in QCD transition and analyze the simulated data sets mimicking the heavy-ion collision experiments.
format	article
author	Long-Gang Pang Kai Zhou Nan Su Hannah Petersen Horst Stöcker Xin-Nian Wang
author_facet	Long-Gang Pang Kai Zhou Nan Su Hannah Petersen Horst Stöcker Xin-Nian Wang
author_sort	Long-Gang Pang
title	An equation-of-state-meter of quantum chromodynamics transition from deep learning
title_short	An equation-of-state-meter of quantum chromodynamics transition from deep learning
title_full	An equation-of-state-meter of quantum chromodynamics transition from deep learning
title_fullStr	An equation-of-state-meter of quantum chromodynamics transition from deep learning
title_full_unstemmed	An equation-of-state-meter of quantum chromodynamics transition from deep learning
title_sort	equation-of-state-meter of quantum chromodynamics transition from deep learning
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/1ca7b75f4eb446d4a968181d0b0fb0a1
work_keys_str_mv	AT longgangpang anequationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT kaizhou anequationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT nansu anequationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT hannahpetersen anequationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT horststocker anequationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT xinnianwang anequationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT longgangpang equationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT kaizhou equationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT nansu equationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT hannahpetersen equationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT horststocker equationofstatemeterofquantumchromodynamicstransitionfromdeeplearning AT xinnianwang equationofstatemeterofquantumchromodynamicstransitionfromdeeplearning
_version_	1718383200533741568

An equation-of-state-meter of quantum chromodynamics transition from deep learning

Ejemplares similares