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Staggered fermions 交错费米子
Pub Date : 2024-06-05 DOI: arxiv-2406.02906
Maarten Golterman
These notes are based on a series of lectures on staggered fermions given atthe Centre de Physique Th'eorique, Luminy, in Marseille, France, January17-25, 2024.
这些笔记基于2024年1月17-25日在法国马赛卢米尼物理中心(Centre de Physique Th'eorique, Luminy)举行的一系列关于交错费米子的讲座。
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引用次数: 0
Quark orbital angular momentum in the proton from a twist-3 generalized parton distribution 从扭转-3广义粒子分布看质子中的夸克轨道角动量
Pub Date : 2024-06-02 DOI: arxiv-2406.00845
M. Engelhardt, N. Hasan, S. Krieg, S. Liuti, S. Meinel, J. Negele, A. Pochinsky, M. Rodekamp, S. Syritsyn
Quark orbital angular momentum in the proton is evaluated via a Lattice QCDcalculation of the second Mellin moment of the twist-3 generalized partondistribution $widetilde{E}_{2T} $ in the forward limit. The connection betweenthis approach to quark orbital angular momentum and approaches previouslyutilized in Lattice QCD calculations, via generalized transversemomentum-dependent parton distributions and via Ji's sum rule, is reviewed.This connection can be given in terms of Lorentz invariance and equation ofmotion relations. The calculation of the second Mellin moment of$widetilde{E}_{2T} $ proceeds via a finite-momentum proton matrix element of aquark bilocal operator with a straight-line gauge connection and separation inboth the longitudinal and transverse directions. The dependence on the formercomponent serves to extract the second Mellin moment, whereas the dependence onthe latter component provides a transverse momentum cutoff for the matrixelement. Furthermore, a derivative of the matrix element with respect tomomentum transfer in the forward limit is required, which is obtained using adirect derivative method. The calculation utilizes a clover fermion ensemble atpion mass 317 MeV. The resulting quark orbital angular momentum is consistentwith previous evaluations through alternative approaches, albeit with greaterstatistical uncertainty using a comparable number of samples.
质子中的夸克轨道角动量是通过晶格QCD计算扭转-3广义部分子分布$widetilde{E}_{2T} $在前向极限中的第二梅林矩来评估的。本文回顾了这种夸克轨道角动量计算方法与之前在格子QCD计算中使用的方法(通过广义横动量依赖的部分子分布和通过季氏和则计算)之间的联系,这种联系可以用洛伦兹不变性和运动方程关系给出。对$widetilde{E}_{2T} $的第二梅林矩的计算是通过具有直线规规连接和纵横向分离的水夸克双局域算子的有限动量质子矩阵元素进行的。对前一分量的依赖用于提取第二梅林力矩,而对后一分量的依赖则为矩阵元提供了横向动量截止。此外,还需要对矩阵元素在前向极限中的动量传递进行导数,这可以通过直接导数法获得。计算使用了质量为 317 MeV 的三叶草费米子集合。计算得出的夸克轨道角动量与之前通过其他方法进行的评估结果一致,尽管在样本数量相当的情况下统计不确定性更大。
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引用次数: 0
Testing dynamical stabilization of Complex Langevin simulations of QCD 测试 QCD 复杂朗文模拟的动态稳定性
Pub Date : 2024-05-31 DOI: arxiv-2405.20709
Michael W. Hansen, Dénes Sexty
We study complex Langevin simulations of a toy model as well as QCD,supplemented with a dynamical stabilization (DS) term, which was proposed toregularize the complexified process at lower temperatures. We compare theresults to reweghting from zero chemical potential to measure the bias that theinclusion of the stabilization term causes, depending on its strength. At hightemperatures the stabilization term is not needed. At low temperatures (belowdeconfinement transition) the DS term has a beneficial stabilizing effect, buttoo strong DS term causes phase quenching on the system. We observed that thebias of the dynamical stabilization can be to a good accuracy removed byextrapolating to zero dynamical stabilization force using a sigmoid fit.
我们研究了一个玩具模型的复杂朗格文模拟以及 QCD,并补充了一个动力学稳定项(DS),该稳定项是为了在较低温度下规范复杂化过程而提出的。我们将结果与从零开始的化学势重温进行了比较,以测量包含稳定项所导致的偏差(取决于稳定项的强度)。在高温下,不需要稳定项。在低温条件下(低于褪射转变),DS 项具有有益的稳定作用,而过强的 DS 项会导致系统的相淬火。我们观察到,通过使用 sigmoid 拟合外推至零动态稳定力,可以很好地消除动态稳定的偏差。
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引用次数: 0
Renormalization of nonlocal gluon operators on the lattice 晶格上非局部胶子算子的重正化
Pub Date : 2024-05-31 DOI: arxiv-2406.15446
Demetrianos Gavriel, Haralambos Panagopoulos, Gregoris Spanoudes
We study the renormalization of a complete set of gauge-invariant gluonnonlocal operators in lattice perturbation theory. We determine the mixingpattern under renormalization of these operators using symmetry arguments,which extend beyond perturbation theory. Additionally, we derive therenormalization factors of the operators within the modified MinimalSubtraction $(rm overline{MS})$ scheme up to one-loop. To enable anon-perturbative renormalization procedure, we investigate a suitable versionof the modified regularization-invariant (${rm RI}'$) scheme, and we calculatethe conversion factors from that scheme to $rmoverline{MS}$. The computationsare performed by employing both dimensional and lattice regularizations, usingthe Wilson gluon action. This work is relevant to nonperturbative studies ofthe gluon parton distribution functions (PDFs) on the lattice.
我们研究了晶格扰动理论中一整套规不变胶子局域算子的重正化。我们利用对称性论证确定了这些算子重正化下的混合模式,这种论证超越了扰动理论。此外,我们还推导了在修正的最小减法$(rm overline{MS})$方案中直到一回路的算子重正化因子。为了实现非微扰重正化过程,我们研究了修正的正则化不变(${rm overline{MS}$)方案的一个合适版本,并计算了从该方案到$rm overline{MS}$的转换因子。计算同时采用了维度正则化和晶格正则化,并使用了威尔逊胶子作用。这项工作与晶格上胶子粒子分布函数的非微扰研究有关。
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引用次数: 0
Progress on nucleon transition matrix elements with a lattice QCD variational analysis 利用格子 QCD 变分分析研究核子过渡矩阵元素的进展
Pub Date : 2024-05-31 DOI: arxiv-2405.20875
Lorenzo Barca, Gunnar Bali, Sara Collins
Nucleon weak matrix elements can be extracted from nucleon correlationfunctions with lattice QCD simulations. The signal-to-noise ratio prohibits theanalysis at large source-sink separations and as a consequence, excited statecontamination affects the extraction of the nucleon matrix elements. Chiralperturbation theory (ChPT) suggests that the dominant contamination in some ofthese channels is due to $Npi$ states where the pion carries the same momentumof the current. In this talk, we report updates on the variational analysiswith $qqq$-operators (nucleon-like) and $(qqq)(bar{q}q)$-operators(nucleon-pion-like) where we report for the first time some preliminary resultsof $langle Npi| mathcal{J}| N rangle $, modulo some kinematic and volumefactors, and we compare the results against ChPT. This pilot study is performedon a CLS ensemble with $N_f=3$, $m_pi approx 420~mathrm{MeV}$, $aapprox0.1~mathrm{fm}$ and $T=2Lapprox 4.8~mathrm{fm}$.
核子弱矩阵元素可以通过格子 QCD 模拟从核子相关函数中提取出来。由于信噪比的原因,无法在大的源-汇分离条件下进行分析,因此激发态污染影响了核子矩阵元素的提取。手性扰动理论(Chiralperturbation theory,ChPT)表明,其中一些通道中的主要污染是由先驱携带与电流相同动量的$N/pi$态引起的。在本讲座中,我们将报告用$qqq$操作数(类核子)和$(qqq)(bar{q}q)$操作数(类核子-pion)进行变分分析的最新情况,我们将首次报告$langle Npi| mathcal{J}| N rangle $的一些初步结果,并将这些结果与ChPT进行比较。这项试验性研究是在一个CLS集合上进行的,集合参数为:$N_f=3$,$m_pi约为420~mathrm{MeV}$,$a约为0.1~mathrm{fm}$,$T=2L约为4.8~mathrm{fm}$。
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引用次数: 0
Neural Network Gauge Field Transformation for 4D SU(3) gauge fields 4D SU(3) 轨则场的神经网络轨则场变换
Pub Date : 2024-05-30 DOI: arxiv-2405.19692
Xiao-Yong Jin
We construct neural networks that work for any Lie group and maintain gaugecovariance, enabling smooth, invertible gauge field transformations. Weimplement these transformations for 4D SU(3) lattice gauge fields and exploretheir use in HMC. We focus on developing loss functions and optimizing thetransformations. We show the effects on HMC's molecular dynamics and discussthe scalability of the approach.
我们构建的神经网络适用于任何李群,并保持量规协方差,从而实现平滑、可逆的量规场变换。我们为 4D SU(3) 格规场实现了这些变换,并探索了它们在 HMC 中的应用。我们的重点是开发损失函数和优化变换。我们展示了对 HMC 分子动力学的影响,并讨论了该方法的可扩展性。
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引用次数: 0
Lattice QCD calculation of the pion distribution amplitude with domain wall fermions at physical pion mass 以物理先驱质量计算具有畴壁费米子的先驱分布振幅的格面 QCD 计算
Pub Date : 2024-05-30 DOI: arxiv-2405.20120
Ethan Baker, Dennis Bollweg, Peter Boyle, Ian Cloët, Xiang Gao, Swagato Mukherjee, Peter Petreczky, Rui Zhang, Yong Zhao
We present a direct lattice QCD calculation of the $x$-dependence of the piondistribution amplitude (DA), which is performed using the quasi-DA in largemomentum effective theory on a domain-wall fermion ensemble at physical quarkmasses and spacing $aapprox 0.084$ fm. The bare quais-DA matrix elements arerenormalized in the hybrid scheme and matched to $overline{rm MS}$ with asubtraction of the leading renormalon in the Wilson-line mass. For the firsttime, we include threshold resummation in the perturbative matching onto thelight-cone DA, which resums the large logarithms in the soft gluon limit atnext-to-next-to-leading log. The resummed results show controlledscale-variation uncertainty within the range of momentum fraction$xin[0.25,0.75]$ at the largest pion momentum $P_zapprox 1.85$~GeV. Inaddition, we apply the same analysis to quasi-DAs from ahighly-improved-staggered-quark ensemble at physical pion mass and $a=0.076$fm. By comparison we find with $2sigma$ confidence level that the DA obtainedfrom chiral fermions is flatter and lower near $x=0.5$.
我们介绍了一种对先驱分布振幅(DA)的x依赖性的直接晶格QCD计算,该计算是在物理四质量和间距为$aapprox 0.084$ fm的域壁费米子集合上使用大动量有效理论中的准DA进行的。在混合方案中,裸quais-DA矩阵元素被正则化,并与$overline{rm MS}$匹配,同时减去了威尔逊线质量中的前导正则子。我们首次在与光锥DA的微扰匹配中加入了阈值求和,在软胶子极限中求和了邻近到邻近到前导对数的大对数。在最大先驱动量$P_z(约1.85$~GeV)时,重和结果显示了动量分数$x在[0.25,0.75]$范围内的可控尺度变化不确定性。此外,我们将同样的分析应用于物理先驱质量和$a=0.076$fm时来自高度改进的交错夸克集合的准DAs。通过比较,我们发现手性费米子得到的DA在$x=0.5$附近更平坦、更低,置信度为$2sigma$。
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引用次数: 0
Accelerating Lattice QCD Simulations using GPUs 利用 GPU 加速 Lattice QCD 模拟
Pub Date : 2024-05-29 DOI: arxiv-2407.00041
Tilmann Matthaei
Solving discretized versions of the Dirac equation represents a large shareof execution time in lattice Quantum Chromodynamics (QCD) simulations. Manyhigh-performance computing (HPC) clusters use graphics processing units (GPUs)to offer more computational resources. Our solver program, DDalphaAMG,previously was unable to fully take advantage of GPUs to accelerate itscomputations. Making use of GPUs for DDalphaAMG is an ongoing development, andwe will present some current progress herein. Through a detailed description ofour development, this thesis should offer valuable insights into using GPUs toaccelerate a memory-bound CPU implementation. We developed a storage scheme for multiple tuples, which allows much moreefficient memory access on GPUs, given that the element at the same index isread from multiple tuples simultaneously. Still, our implementation of adiscrete Dirac operator is memory-bound, and we only achieved improvements forlarge linear systems on few nodes at the JUWELS cluster. These improvements donot currently overcome additional introduced overheads. However, the resultsfor the application of the Wilson-Dirac operator show a speedup of around 3 forlarge lattices. If the additional overheads can be eliminated in the future,GPUs could reduce the DDalphaAMG execution time significantly for largelattices. We also found that a previous publication on the GPU acceleration ofDDalphaAMG, underrepresented the achieved speedup, because small lattices wereused. This further highlights that GPUs often require large-scale problems tosolve in order to be faster than CPUs
在晶格量子色动力学(QCD)模拟中,求解离散化版本的狄拉克方程占用了大量的执行时间。许多高性能计算(HPC)集群使用图形处理器(GPU)来提供更多的计算资源。我们的求解程序 DDalphaAMG 以前无法充分利用 GPU 来加速计算。在DDalphaAMG中使用GPU是一项持续的开发工作,我们将在此介绍目前的一些进展。通过详细描述我们的开发过程,本论文将为使用 GPU 加速受内存限制的 CPU 实现提供有价值的见解。我们开发了一种多元组存储方案,考虑到同一索引中的元素会同时从多个元组中读取,该方案可以在 GPU 上实现更高效的内存访问。尽管如此,我们对离散狄拉克算子的实现仍然受到内存限制,而且我们只在 JUWELS 集群的少数节点上对大型线性系统进行了改进。这些改进目前还无法克服额外引入的开销。不过,应用威尔逊-狄拉克算子的结果显示,对于大型网格,速度提高了约 3 倍。如果将来能消除额外的开销,GPU 就能显著缩短大网格的 DDalphaAMG 执行时间。我们还发现,之前发表的一篇关于GPU加速DDalphaAMG的文章,由于使用的是小网格,所以没有充分反映所实现的加速。这进一步凸显了GPU通常需要解决大规模问题才能比CPU快
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引用次数: 0
Nucleon Helicity Parton Distribution Function in the Continuum Limit with Self-Renormalization 自重正化连续极限中的核子螺旋粒子分布函数
Pub Date : 2024-05-28 DOI: arxiv-2405.18238
Jack Holligan, Huey-Wen Lin
We present the first lattice calculation of the nucleon isovector helicityparton distribution function (PDF) in the framework of large-momentum effectivetheory (LaMET) that uses the hybrid scheme with self-renormalization. We useensembles generated by the MILC collaboration at lattice spacings$a={0.1207,0.0888,0.0582}$ fm, with $N_f=2+1+1$ flavors of highly improvedstaggered quarks at sea pion mass of $M_{pi}approx 315$ MeV. We useclover-improved action for our valence quarks with nucleon boost momentum$P_zapprox 1.75$ GeV and high-statistics measurements for the LaMET matrixelements. We perform an extrapolation to the continuum limit and improve thehandling of systematic errors using renormalization-group resummation (RGR) andleading-renormalon resummation (LRR). Our final nucleon helicity PDF isrenormalized in the $overline{text{MS}}$ scheme at energy scale $mu=2.0$GeV. We compare our results with and without the two systematic improvements ofRGR and LRR at each lattice spacing as well as the continuum limit, and we seethat the application of RGR and LRR greatly reduces the systematic errorsacross the whole $x$ range. Our continuum results with both RGR and LRR show asmall positive antiquark region for the nucleon helicity PDF as well as achange of as much as a factor of two in the central values compared to resultswith neither RGR or LRR. By contrast, the application of RGR and LRR onlychanges the central values by about 5% in the quark region. We compare ourlattice results with the global fits by the JAM, NNPDF and DSSV collaborations,and we observe some tension between our results.
我们首次在大动量有效理论(LaMET)框架内,利用自重正化的混合方案,对核子等矢量helicityparton分布函数(PDF)进行了晶格计算。我们使用了MILC合作组在晶格间距$a={0.1207,0.0888,0.0582}$ fm条件下生成的、具有$N_f=2+1+1$味道的高度改进交错夸克、海先锋质量为$M_{pi}约315$ MeV的集合。我们使用了核子提升动量$P_zapprox 1.75$ GeV 的价夸克交叉改进作用,以及 LaMET 矩阵元素的高统计测量。我们对连续极限进行了外推,并利用重正化群重和(RGR)和前导重正子重和(LRR)改进了对系统误差的处理。我们的最终核子螺旋PDF是在能量尺度为$mu=2.0$GeV的$overline{text{MS}}$方案中进行重正化的。我们比较了在每个晶格间距和连续极限下使用和不使用RGR和LRR这两种系统改进方法的结果,发现RGR和LRR的应用大大减少了整个$x$范围内的系统误差。与未使用 RGR 或 LRR 的结果相比,我们同时使用 RGR 和 LRR 的连续结果显示了核子螺旋度 PDF 的反夸克小正向区域,以及中心值两倍之多的变化。相比之下,RGR和LRR的应用只改变了夸克区中心值的大约5%。我们将我们的网格结果与JAM、NNPDF和DSSV合作的全局拟合结果进行了比较,观察到我们的结果之间存在一些紧张关系。
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引用次数: 0
Gribov copies in the quark propagator 夸克传播子中的格里波夫副本
Pub Date : 2024-05-27 DOI: arxiv-2405.17301
Gerhard Kalusche, Dale Lawlor, Jon-Ivar Skullerud
We study the impact of Gribov copies on the quark propagator in lattice2-colour QCD. We find that the Gribov noise is comparable to the gauge noisefor smaller volumes but becomes less significant for larger spatial volumes.The Gribov noise in the quark propagator is found to be comparable to, butsmaller than in the gluon propagator on the same ensembles. No correlation isfound between the values of either of the quark propagator form factors and thevalue of the gauge fixing functional, nor between the two form factors.
我们研究了格里波夫副本对格子二色 QCD 中夸克传播子的影响。我们发现,格里波夫噪声在较小的体积内与规规噪声相当,但在较大的空间体积内则变得不那么显著。夸克传播者形式因子的值与规整函数的值之间以及两个形式因子之间都没有发现相关性。
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引用次数: 0
期刊
arXiv - PHYS - High Energy Physics - Lattice
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