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Machine learning of pair-contact process with diffusion

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成果类型:
期刊论文
作者:
Shen, Jianmin;Li, Wei*;Deng, Shengfeng;Xu, Dian;Chen, Shiyang;...
通讯作者:
Li, Wei
作者机构:
[Liu, Feiyi; Chen, Shiyang; Shen, Jianmin; Li, Wei; Xu, Dian] Cent China Normal Univ, Key Lab Quark & Lepton Phys MOE, Wuhan 430079, Peoples R China.
[Liu, Feiyi; Chen, Shiyang; Shen, Jianmin; Li, Wei; Xu, Dian] Cent China Normal Univ, Inst Particle Phys, Wuhan 430079, Peoples R China.
[Deng, Shengfeng] Ctr Energy Res, Inst Tech Phys & Mat Sci, H-1121 Budapest, Hungary.
[Liu, Feiyi] Eotvos Lorand Univ, Inst Phys, 1-A Pazmany P Setany, H-1117 Budapest, Hungary.
通讯机构:
[Li, Wei] K
Key Laboratory of Quark and Lepton Physics (MOE) and Institute of Particle Physics, Central China Normal University, Wuhan, 430079, China.
语种:
英文
期刊:
Scientific Reports
ISSN:
2045-2322
年:
2022
卷:
12
期:
1
页码:
19728
基金类别:
Fundamental Research Funds for the Central Universities, China [CCNU19QN029]; National Natural Science Foundation of China [11505071, 61702207, 61873104]; Key Laboratory of Quark and Lepton Physics (MOE); Central China Normal University [QLPL2022P01]; Programme of Introducing Talents of Discipline to Universities (State Administration of Foreign Experts Affairs) under the 111 Project 2.0 [BP0820038]; Programme of Introducing Talents of Discipline to Universities (Ministry of Education, PRC) under the 111 Project 2.0 [BP0820038]
机构署名:
本校为第一机构
院系归属:
物理科学与技术学院
摘要:
AbstractThe pair-contact process with diffusion (PCPD), a generalized model of the ordinary pair-contact process (PCP) without diffusion, exhibits a continuous absorbing phase transition. Unlike the PCP, whose nature of phase transition is clearly classified into the directed percolation (DP) universality class, the model of PCPD has been controversially discussed since its infancy. To our best knowledge, there is so far no consensus on whether the phase transition of the PCPD falls into the unknown university classes or else conveys a new kind...

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