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HIJING和PYTHIA对p(pp)对撞软硬过程的模拟研究
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作者 张一飞 黄胜利 +1 位作者 张子平 伍健 《中国科学技术大学学报》 CAS CSCD 北大核心 2005年第6期821-824,共4页
在质子反质子(或质子质子)对撞过程中,用喷注重建的方法来选择软硬事例.分别用两种产生器PYTHIA6.208和HIJING1.37对软硬过程进行模拟研究,给出了动量谱、平均动量谱和KNO标度效应曲线,还对两种模拟程序包进行了比较.模拟的结果验证了... 在质子反质子(或质子质子)对撞过程中,用喷注重建的方法来选择软硬事例.分别用两种产生器PYTHIA6.208和HIJING1.37对软硬过程进行模拟研究,给出了动量谱、平均动量谱和KNO标度效应曲线,还对两种模拟程序包进行了比较.模拟的结果验证了软相互作用过程中具有某些不随质心系能量变化的性质. 展开更多
关键词 喷注重建 HIJING pythia 软硬事例 标度效应
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Multi-Factor Password-Authenticated Key Exchange via Pythia PRF Service 被引量:1
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作者 Zengpeng Li Jiuru Wang +1 位作者 Chang Choi Wenyin Zhang 《Computers, Materials & Continua》 SCIE EI 2020年第5期663-674,共12页
Multi-factor authentication(MFA)was proposed by Pointcheval et al.[Pointcheval and Zimmer(2008)]to improve the security of single-factor(and two-factor)authentication.As the backbone of multi-factor authentication,bio... Multi-factor authentication(MFA)was proposed by Pointcheval et al.[Pointcheval and Zimmer(2008)]to improve the security of single-factor(and two-factor)authentication.As the backbone of multi-factor authentication,biometric data are widely observed.Especially,how to keep the privacy of biometric at the password database without impairing efficiency is still an open question.Using the vulnerability of encryption(or hash)algorithms,the attacker can still launch offline brute-force attacks on encrypted(or hashed)biometric data.To address the potential risk of biometric disclosure at the password database,in this paper,we propose a novel efficient and secure MFA key exchange(later denoted as MFAKE)protocol leveraging the Pythia PRF service and password-to-random(or PTR)protocol.Armed with the PTR protocol,a master password pwd can be translated by the user into independent pseudorandom passwords(or rwd)for each user account with the help of device(e.g.,smart phone).Meanwhile,using the Pythia PRF service,the password database can avoid leakage of the local user’s password and biometric data.This is the first paper to achieve the password and biometric harden service simultaneously using the PTR protocol and Pythia PRF. 展开更多
关键词 Multi-factor authentication key exchange biometric data password-to-random pythia PRF
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Study on‘soft' and ‘hard' interactions in ^-pp (pp) collisions using HIJING and PYTHIA
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作者 张一飞 黄胜利 +1 位作者 张子平 伍健 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第1期58-61,共4页
This paper presents a study on 'hard' and 'soft' interactions in ^-pp (pp) collisions using a phenomenological model of HIJING, the jet-cone reconstruction method is employed to select the 'hard' and 'soft' ... This paper presents a study on 'hard' and 'soft' interactions in ^-pp (pp) collisions using a phenomenological model of HIJING, the jet-cone reconstruction method is employed to select the 'hard' and 'soft' event sub-samples from minimum bias events. It is found that the HIJING model can reproduce the energy scaling behaviour of mean transverse momentum (〈PT〉) distributions of charged hadrons versus multiplicity (Nch) in 'soft' events. From the PYTHIA simulation comparing with the HIJING model, the enhancement of the kaon and proton yields from 'hard' interactions comparing with 'soft' interactions is observed to be due to the mini-jets effect. These mechanisms responsible for the increase of charged hadron's (PT) are different in 'soft' and 'hard' interactions. 展开更多
关键词 mini-jet IJING pythia soft gluon radiation
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Azimuthal correlation anisotropies in p+p collisions simulated using Pythia
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作者 Manuel Sebastian Torres Yicheng Feng Fuqiang Wang 《Chinese Physics C》 2025年第4期57-67,共11页
Stimulated by a keen interest in possible collective behavior in high-energy proton-proton and protonnucleus collisions,we study two-particle angular correlations in pseudorapidity and azimuthal differences in simulat... Stimulated by a keen interest in possible collective behavior in high-energy proton-proton and protonnucleus collisions,we study two-particle angular correlations in pseudorapidity and azimuthal differences in simulated p+p interactions using the Pythia 8 event generator.Multi-parton interactions and color connection are included in these simulations,which have been perceived to produce collectivity in final-state particles.Meanwhile,contributions from genuine few-body nonflow correlations,not of collective flow behavior,are known to be severe in these small-system collisions.We present our Pythia correlation studies pedagogically and report azimuthal harmonic anisotropies analyzed using several methods.We observe anisotropies in these Pythia simulated events qualitatively and semi-quantitatively,similar to experimental data.Our findings highlight the delicate nature of azimuthal anisotropies in small-system collisions and provide a benchmark that can aid in improving data analysis and interpreting experimental measurements in small-system collisions. 展开更多
关键词 p+p collisions azimuthal anisotropy pythia particle correlations nonflow
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基于深度学习模型的非结构化数据标注方法研究 被引量:5
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作者 普措才仁 秦亚红 《西北民族大学学报(自然科学版)》 2020年第2期14-19,44,共7页
大型的、标记密集的数据集是利用大量在线论坛中发现的非结构化数据有效促进文本和图像分析的深度学习方法的创建.虽然这种非结构化数据包比租用的数据注释包花费更低,但它也更容易陷入自然语言应答的陷阱,因为数据的非结构化特性会使... 大型的、标记密集的数据集是利用大量在线论坛中发现的非结构化数据有效促进文本和图像分析的深度学习方法的创建.虽然这种非结构化数据包比租用的数据注释包花费更低,但它也更容易陷入自然语言应答的陷阱,因为数据的非结构化特性会使回答者可能无法正确回答所提的问题.为了解决这些问题,提出一种深度学习的方法来系统地识别混淆,并从Instagram收集的非结构化数据包注释的数据中提取答案.每个注释数据包含一个图像、一个机器生成的问题和一个非结构化数据包响应.本文使用一个基于Facebook人工智能研究的Pythia体系结构模型:(1)用R-CNN模型来识别突出的特征(自下而上);(2)问题文本用作上下文来衡量这些特征(自上而下).使用基于伯特BERT的分类器来重复训练来自问题和响应的文本特征(不包括图像特征)等任务.结果显示:基于伯特BERT模型(分类AUC-ROC=0.84,应答预测F 1=0.77)优于Pythia体系结构(分类AUC-ROC=0.79,应答预测F 1=0.46).此外,还提出了一种基于BERT的多任务并行训练模型(1)和(2)能够优于特定任务模型(分类AUC-ROC=0.84,应答预测F 1=0.78). 展开更多
关键词 Instagram pythia体系结构 数据包 深度学习 FACEBOOK
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200GeV下质子质子对撞过程中的η介子产额增强的模拟
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作者 黄柄矗 张一飞 张子平 《中国科学技术大学学报》 CAS CSCD 北大核心 2008年第11期1255-1257,1275,共4页
应用PYTHIA产生器进行Monte Carlo模拟,分析了200GeV下的质子质子(p+p)对撞过程中的不变产额,并对η衰变到γμ+μ-的反应道进行了模拟.模拟结果表明,η的产额和衰变末态的μ子的产额之间有着线性关系.通过模拟估算了实验上因热密核物... 应用PYTHIA产生器进行Monte Carlo模拟,分析了200GeV下的质子质子(p+p)对撞过程中的不变产额,并对η衰变到γμ+μ-的反应道进行了模拟.模拟结果表明,η的产额和衰变末态的μ子的产额之间有着线性关系.通过模拟估算了实验上因热密核物质中产额的增强而可能观测到的μ子对数,对实验观测和物理分析具有指导作用.该测量对检验手征对称理论有着重要的意义. 展开更多
关键词 pythia模拟 不变产额 η衰变 手征对称
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Study of a background reconstruction method for the measurement of D-meson azimuthal angular correlations 被引量:3
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作者 Long Ma Xin Dong +1 位作者 Huan-Zhong Huang Yu-Gang Ma 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2021年第6期63-69,共7页
We studied experimental background reconstruction methods for the measurement of the D-D correlation using PYTHIA simulation.The like-sign(LS)and side-band(SB)background methods,which are widely used in the experiment... We studied experimental background reconstruction methods for the measurement of the D-D correlation using PYTHIA simulation.The like-sign(LS)and side-band(SB)background methods,which are widely used in the experimental measurements of single D-meson production yields,were deployed for correlation study.It was found that the LS method,which describes the combinatorial background of single D^(0) meson yields,fails to reproduce the correlated background in the D^(0)-D^(0) correlation measurement,while the SB background method yields a good description of the background for both single D^(0) yields and the correlated background of the D^(0)-D^(0) correlation measurement.We further examined the validity of the correlation methods under different signal-to-background ratios,providing direct references for experimental measurements. 展开更多
关键词 Heavy flavor Azimuthal correlation pythia
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ALICE实验粒子径迹和喷注模拟研究
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作者 刘雯迪 闫玉良 +1 位作者 胡守扬 李笑梅 《科技资讯》 2019年第28期2-3,共2页
在研究QGP过程中,实验上观测到的核-核碰撞中的核修正因子既有热核物质效应又有冷核物质效应的贡献,因此为了更为精细地了解热核效应,就有必要全面认识冷核物质效应.小碰撞系统中横动量分布、贋快度分布和方位角分布研究是研究冷核效应... 在研究QGP过程中,实验上观测到的核-核碰撞中的核修正因子既有热核物质效应又有冷核物质效应的贡献,因此为了更为精细地了解热核效应,就有必要全面认识冷核物质效应.小碰撞系统中横动量分布、贋快度分布和方位角分布研究是研究冷核效应的基础.该文通过采用蒙特卡罗事件产生器PYTHIA对pp碰撞分别从径迹层面和喷注层面进行模拟,并通过用AliRoot重建了径迹和喷注的横动量分布、赝快度分布和方位角分布. 展开更多
关键词 ALICE 模拟 pythia
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Neural Networks Search for Charged Higgs Boson in Two Doublet Higgs Model at the Hadrons Colliders
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作者 Nady Bakhet Maxim Yu Khlopov Tarek Hussein 《Open Journal of Microphysics》 2016年第1期1-14,共14页
In this work we present an analysis of a search for charged Higgs boson in the context of Two Doublet Higgs Model (2HDM) which is an extension of the Standard Model of particles physics where the 2HDM predicts by exis... In this work we present an analysis of a search for charged Higgs boson in the context of Two Doublet Higgs Model (2HDM) which is an extension of the Standard Model of particles physics where the 2HDM predicts by existence scalar sector with new five Higgs bosons;two of them are electrically charged and the other three Higgs bosons are neutral charged. Our analysis based on the Monte Carlo data produced from the simulation of 2HDM with proton antiproton collisions at the Tevatron = 1.96 TeV (Fermi Lab) and proton proton collisions at the LHC = 14 TeV (CERN) with final state includes electron, muon, multiple jets and missing transverse energy via the production and decay of the new Higgs in the hard process where the dominant background (electrons and muons) for this process comes from the Standard Model processes via the production and decay of top quark pair. We assumed that the branching ratio of charged Higgs boson to tau lepton and neutrino is 100%. We used the Artificial Neural Networks (ANNs) which are an efficient technique to discriminate the signal of charged Higgs boson from the SM background for charged Higgs boson masses between 80 GeV and 160 GeV. Also we calculated the production cross section at different energies, decay width, branching ration and different kinematics distribution for charged Higgs boson and for the final state particles. 展开更多
关键词 2HDM Neural Networks pythia8 MadGraph5 CalcHep ROOT
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BESⅢμ子鉴别器μ,π鉴别的研究 被引量:1
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作者 尤郑昀 冒亚军 张家文 《高能物理与核物理》 CSCD 北大核心 2004年第9期977-981,共5页
用事件产生软件PYTHIA模拟了τ粲能区正负电子对撞的各反应道 ,得到各反应道产生末态 μ子的截面和动量分布 .用模拟软件Geant3对BESⅢ的 μ子鉴别器进行了模拟 .对动量为0 .5GeV/c以上的 μ子和π介子的模拟数据 ,用BP神经网络方法和Fi... 用事件产生软件PYTHIA模拟了τ粲能区正负电子对撞的各反应道 ,得到各反应道产生末态 μ子的截面和动量分布 .用模拟软件Geant3对BESⅢ的 μ子鉴别器进行了模拟 .对动量为0 .5GeV/c以上的 μ子和π介子的模拟数据 ,用BP神经网络方法和Fisher判别方法进行 μ ,π鉴别 .BP神经网络具有非线性的模式识别能力 ,其 μ 。 展开更多
关键词 高能物理实验 粒子鉴别 神经网络法 Geant3软件 μ子鉴别器 Π介子 北京谱仪实验
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Distributions and correlations of constituent quarks in jets
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作者 黄瑞典 蔡勖 +1 位作者 钱婉燕 杨纯斌 《Chinese Physics C》 SCIE CAS CSCD 2011年第6期561-566,共6页
In the frame of the quark recombination model, we study the momentum distributions and correlations of constituent quarks in jets by analyzing the final state hadrons generated by PYTHIA for the hard parton fragmentat... In the frame of the quark recombination model, we study the momentum distributions and correlations of constituent quarks in jets by analyzing the final state hadrons generated by PYTHIA for the hard parton fragmentation processes in vacuum. Parameterizations for the distributions are tabulated. 展开更多
关键词 quark recombination constituent quark distribution function jet fragmentation pythia
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Comparative study of the forward and backward methods for calculating jet properties in pp collisions at s1/2=7 TeV
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作者 Yu-Liang Yan Ayut Limphirat +5 位作者 Dai-Mei Zhou Pornrad Srisawad Yupeng Yan Chunbin Yang Xu Cai Ben-Hao Sa 《Chinese Physics C》 SCIE CAS CSCD 2020年第3期96-100,共5页
We propose a forward method based on PYTHIA6.4 to study the jet properties in ultra-relativistic pp collisions. In the forward method, the partonic initial states are first generated with PYTHIA6.4 and then hadronized... We propose a forward method based on PYTHIA6.4 to study the jet properties in ultra-relativistic pp collisions. In the forward method, the partonic initial states are first generated with PYTHIA6.4 and then hadronized in the Lund string fragmentation model, and finally the hadronic jets are constructed from the created hadrons. Jet prop-√erties calculated with the forward method for pp collisions at s1/2=7 TeV are comparable to those calculated with the usual anti-kt algorithm(backward method) in PYTHIA6.4. The comparison between the backward and forward methods may contribute to the understanding of the partonic origin of jets in the backward method. 展开更多
关键词 pp collisions JET anti-kt algorithm pythia model
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Jet modification in absence of QGP-medium:the role of multiparton interactions and color reconnection
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作者 Prottoy Das Abhi Modak +5 位作者 Debjani Banerjee Rathijit Biswas Supriya Das Sanjay KGhosh Sibaji Raha Sidharth Kumar Prasad 《Chinese Physics C》 SCIE CAS CSCD 2024年第1期50-60,共11页
Recent studies on high-multiplicity events in small collision systems(proton-proton and proton-lead)have drawn considerable research interest toward the possibility of the formation of partonic medium in such systems.... Recent studies on high-multiplicity events in small collision systems(proton-proton and proton-lead)have drawn considerable research interest toward the possibility of the formation of partonic medium in such systems.One of the important consequences of the formation of dense partonic medium is the quenching of high-momentum final-state particles,resulting in several experimental observations such as suppression in nuclear modification factor RAA,modification of jet shape observableρ(r)and jet fragmentation(z^(ch))distributions,etc.In this work,we studyρ(r)and z^(ch)for inclusive charged-particle jets in proton-proton(pp)collisions at√s=13 TeV using the PYTHIA 8 Monash 2013 Monte Carlo simulation.We show that the color reconnection(CR)and multiparton interaction(MPI)mechanisms in PYTHIA 8 can lead to an increased rate of jet production.We also find that the mechanisms of MPI and CR and change in the gluonic contribution in high-multiplicity events result in significant modification ofρ(r)and z^(ch)compared to those in minimum bias events for 10<p_(T,jet)^(ch)<20 GeV/c.We notice a direct connection of<N_(MPI)>and gluonic contribution with the amount of modification inρ(r):the larger the number of MPIs and/or gluonic contribution,the larger the amount of modification ofρ(r). 展开更多
关键词 jet modification pythia multiparton interaction color reconnection gluonic contribution high-multiplicity
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