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Optimization of Nuclear Mass Models Using Algorithms and Neural Networks 利用算法和神经网络优化核质量模型
Pub Date : 2024-09-18 DOI: arxiv-2409.11930
Jin Li, Hang Yang
Taking into account nucleon-nucleon gravitational interaction, higher-orderterms of symmetry energy, pairing interaction, and neural network corrections,a new BW4 mass model has been developed, which more accurately reflects thecontributions of various terms to the binding energy. A novel hybrid algorithmand neural network correction method has been implemented to optimize thediscrepancy between theoretical and experimental results, significantlyimproving the model's binding energy predictions (reduced to around 350 keV).At the same time, the theoretical accuracy near magic nuclei has beenmarginally enhanced, effectively capturing the special interaction effectsaround magic nuclei and showing good agreement with experimental data.
考虑到核子-核子引力相互作用、对称能的高阶项、配对相互作用和神经网络修正,我们建立了一个新的 BW4 质量模型,它更准确地反映了各种项对结合能的贡献。同时,魔核附近的理论精度也得到了显著提高,有效地捕捉了魔核附近的特殊相互作用效应,并与实验数据显示出良好的一致性。
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引用次数: 0
Photo-nuclear reaction rates of $^{157,159}$Ho and $^{163,165}$Tm and their impact in the $γ$--process $^{157,159}$Ho和$^{163,165}$Tm的光核反应速率及其在$γ$--过程中的影响
Pub Date : 2024-09-18 DOI: arxiv-2409.11710
Hao Cheng, Bao-Hua Sun, Li-Hua Zhu, Motohiko Kusakabe, Yudong Luo, Toshitaka Kajino, Chang-Jian Wang, Xing-Qun Yao, Chuang-Ye He, Fu-Long Liu, Bing Guo
Reliable photo-nuclear reaction rates at the stellar conditions are essentialto understand the origin of the heavy stable neutron-deficient isotopes between$^{74}$Se and $^{196}$Hg-p-nuclei, however, many reaction rates of relevancestill have to rely on the Hauser-Feshbach model due to rare experimentalprogress. One such case is in the mass range of 160 for Dy, Er, Ho and Tmisotopes. In this work we attempt to constrain the Hauser-Feshbach model in theTALYS package by reproducing the available experimental data of$^{160}$Dy($p,gamma$)$^{161}$Ho and $^{162}$Er($p,gamma$)$^{163}$Tm in the$Asim 160$ mass region, and examine the effects of level density, gammastrength function and the optical model potential. The constrained model thenallows us to calculate the reaction rates of $^{157, 159}$Ho($gamma$, $p$) and$^{163,165}$Tm($gamma$, $p$) for the $gamma$-process nucleosynthesis incarbon-deflagration SNe Ia model. Our recommended rates differ from the JINAREACLIB by more than 1 order of magnitude in the temperature range of 2-3 GK.This results in the changes of final abundance of $p$-nuclei in the $Asim 160$mass range by -5.5-3% from those with JINA, which means that the ($gamma$,$p$) reactions uncertainty is not predominant for the synthesis of thesenuclei.
恒星条件下可靠的光核反应率对于了解介于$^{74}$Se和$^{196}$Hg-p-核之间的重稳定中子缺失同位素的起源至关重要,然而,由于实验进展稀少,许多相关的反应率仍然不得不依赖于豪瑟-费斯巴赫模型。Dy、Er、Ho 和 Tmisotopes 的质量范围为 160 就是这样一种情况。在这项工作中,我们试图通过再现$^{160}$Dy($p,gamma$)$^{161}$Ho和$^{162}$Er($p,gamma$)$^{163}$Tm在$A/sim 160$质量区的现有实验数据,来约束TALYS软件包中的豪瑟-费斯巴赫模型,并检验水平密度、伽马强度函数和光学模型势的影响。受约束的模型允许我们计算$^{157, 159}$Ho($gamma$, $p$)和$^{163,165}$Tm($gamma$, $p$)的反应速率,以用于$gamma$过程核合成中的碳-脱燃SNE Ia模型。在2-3 GK的温度范围内,我们推荐的速率与JINAREACLIB相差1个数量级以上。这导致在$Asim 160$质量范围内,$p$核的最终丰度与JINA的相比发生了-5.5-3%的变化,这意味着($gamma$,$p$)反应的不确定性在核的合成中并不占主导地位。
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引用次数: 0
Quark saturation in the QCD phase diagram QCD 相图中的夸克饱和
Pub Date : 2024-09-18 DOI: arxiv-2409.12088
Marcus Bluhm, Yuki Fujimoto, Larry McLerran, Marlene Nahrgang
We determine the onset of Quarkyonic Matter corresponding to values oftemperature and baryon chemical potential at which the quark phase spacedensity becomes one. At zero temperature for baryon chemical potentials belowthe mass of the Lambda baryon, only nucleons contribute to the quark density.This is different at finite temperature, where all baryons, mesons and theirresonances can be excited and thus add quarks to the phase space. Theprobability density to find a quark inside a hadron is determined using theYukawa ansatz of the IdylliQ model of Quarkyonic Matter. We estimate separatelythe magnitude of the various contributions of nucleons, Delta baryons, pions aswell as further hadrons and resonances. The uncertainty in the parametrizationof the probability density to find a quark inside a nucleon is spanned byassuming that at zero temperature the transition density to Quarkyonic Matteris between one and three times that of nuclear matter. Various predictions fora possible critical point associated with the chiral phase transition are foundclose to a triple point at which the line of the deconfinement transition andthe curve associated with the transition to Quarkyonic Matter intersect. Theseconsiderations provide an estimate for the region in the QCD phase diagramwhere Quarkyonic Matter may be found.
我们根据夸克相位密度变为一的温度值和重子化学势来确定夸克物质的起始点。在零温度下,当重子化学势低于 Lambda 重子的质量时,只有核子对夸克密度有贡献;而在有限温度下则不同,所有重子、介子及其共振都可以被激发,从而将夸克加入相空间。我们使用夸克物质的 IdylliQ 模型的汤川公式来确定在强子内部发现夸克的概率密度。我们分别估算了核子、德尔塔重子、小离子以及其他强子和共振的贡献大小。假设在零温度下,夸克物质的转变密度是核物质的一到三倍,这就跨越了在核子内部发现夸克的概率密度参数化中的不确定性。对与手性相变相关的可能临界点的各种预测发现,该临界点接近去封闭转变线与向夸克物质转变相关曲线相交的三重点。这些考虑为QCD相图中可能发现夸克物质的区域提供了一个估计值。
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引用次数: 0
Far-from-equilibrium attractors with Full Relativistic Boltzmann approach in 3+1 D: moments of distribution function and anisotropic flows $v_n$ 3+1 D 中采用全相对论玻尔兹曼方法的远离平衡吸引子:分布函数矩和各向异性流 $v_n$
Pub Date : 2024-09-18 DOI: arxiv-2409.12123
Vincenzo NugaraDepartment of Physics and Astronomy, University of Catania, CataniaINFN-Laboratori Nazionali del Sud, Catania, Italy, Vincenzo GrecoDepartment of Physics and Astronomy, University of Catania, CataniaINFN-Laboratori Nazionali del Sud, Catania, Italy, Salvatore PlumariDepartment of Physics and Astronomy, University of Catania, CataniaINFN-Laboratori Nazionali del Sud, Catania, Italy
We employ the Full Relativistic Boltzmann Transport approach for a conformalsystem in 3+1D to study the universal behaviour in moments of the distributionfunction and anisotropic flows. We investigate different transverse systemsizes $R$ and interaction strength $eta/s$ and identify universality classesbased upon the interplay between $R$ and the mean free path; we show that eachof this classes can be identified by a particular value of the opacity $hatgamma$, which has been previously introduced in literature. Our resultshighlight that, at early times, the inverse Reynolds number and momentummoments of the distribution function display universal behaviour, converging toa 1D attractor driven by longitudinal expansion. This indicates that systems ofdifferent sizes and interaction strengths tend to approach equilibrium in asimilar manner. We provide a detailed analysis of how the onset of transverseflow affects these moments at later times. Moreover, we investigate the systemsize and $eta/s$ dependence for the harmonic flows $v_2$, $v_3$, $v_4$ andtheir response functions, along with the impact of the $eta/s$ and the systemtransverse size on the dissipation of initial azimuthal correlations inmomentum space. Finally, we introduce the normalised elliptic flow$v_2/v_{2,eq}$, showing the emergence of attractor behaviour in the regime oflarge opacity. These results offer new insights into how different systemsevolve towards equilibrium and the role that system size and interaction playin this process.
我们采用 3+1D 共形系统的全相对论玻尔兹曼输运方法,研究了分布函数矩和各向异性流的普遍行为。我们研究了不同的横向系统大小$R$和相互作用强度$eta/s$,并根据$R$和平均自由路径之间的相互作用确定了普遍性类别;我们表明,每个类别都可以通过不透明度的特定值$hatgamma$来确定,该不透明度值之前已在文献中介绍过。我们的结果表明,在早期,分布函数的逆雷诺数和动量矩显示出普遍行为,趋近于由纵向膨胀驱动的一维吸引子。这表明不同大小和相互作用强度的系统倾向于以相似的方式接近平衡。我们详细分析了横向流动的开始如何影响后期的这些力矩。此外,我们研究了谐波流$v_2$、$v_3$、$v_4$及其响应函数的系统大小和$eeta/s$依赖性,以及$eeta/s$和系统横向大小对动量空间中初始方位角相关性耗散的影响。最后,我们引入了归一化椭圆流$v_2/v_{2,eq}$,显示了在大不透明度条件下吸引子行为的出现。这些结果为不同系统如何走向平衡以及系统规模和相互作用在这一过程中所起的作用提供了新的见解。
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引用次数: 0
Quantum Magic and Multi-Partite Entanglement in the Structure of Nuclei 核结构中的量子魔力和多方纠缠
Pub Date : 2024-09-18 DOI: arxiv-2409.12064
Florian Brökemeier, S. Momme Hengstenberg, James W. T. Keeble, Caroline E. P. Robin, Federico Rocco, Martin J. Savage
Motivated by the Gottesman-Knill theorem, we present a detailed study of thequantum complexity of $p$-shell and $sd$-shell nuclei. Valence-space nuclearshell-model wavefunctions generated by the BIGSTICK code are mapped to qubitregisters using the Jordan-Wigner mapping (12 qubits for the $p$-shell and 24qubits for the $sd$-shell), from which measures of the many-body entanglement($n$-tangles) and magic (non-stabilizerness) are determined. While exactevaluations of these measures are possible for nuclei with a modest number ofactive nucleons, Monte Carlo simulations are required for the more complexnuclei. The broadly-applicable Pauli-String $IZ$ exact (PSIZe-) MCMC techniqueis introduced to accelerate the evaluation of measures of magic in deformednuclei (with hierarchical wavefunctions), by factors of $sim 8$ for somenuclei. Significant multi-nucleon entanglement is found in the $sd$-shell,dominated by proton-neutron configurations, along with significant measures ofmagic. This is evident not only for the deformed states, but also for nuclei onthe path to instability via regions of shape coexistence and level inversion.These results indicate that quantum-computing resources will accelerateprecision simulations of such nuclei and beyond.
受戈特曼-克尼尔定理的启发,我们对p$壳和sd$壳原子核的量子复杂性进行了详细研究。由 BIGSTICK 代码生成的价空间核壳模型波函数通过乔丹-维格纳映射被映射到量子位寄存器(p$壳为 12 量子位,sd$壳为 24 量子位),并由此确定了多体纠缠(n$三角形)和魔力(非稳定度)的度量。虽然这些量度的精确评估可能适用于活性核子数量不多的原子核,但对于更复杂的原子核则需要蒙特卡罗模拟。介绍了广泛适用的保利弦$IZ$精确(PSIZe-)MCMC技术,以加速对变形核(具有分层波函数)的魔力度量的评估,对某些核来说,其系数为$sim 8$。在以质子-中子构型为主的$sd$壳中发现了重要的多核纠缠,以及重要的魔力测量。这些结果表明,量子计算资源将加速对这类原子核及其他原子核的精确模拟。
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引用次数: 0
Approximation method for the nuclear structure functions at small $x$ 小 x$ 时核结构函数的近似方法
Pub Date : 2024-09-17 DOI: arxiv-2409.11154
G. R. Boroun
We have shown that the relationship between the DIS structure functions isstable for a nuclear target with mass number A at $x{leq}10^{-3}$. Numericalresults are provided for the specific nuclei 12C and 208Pb using the nuclearPDF parameterizations implemented in the HIJING2.0 model. These results fallwhithin the EIC kinematic acceptance for heavy ion running. The ratio$R^{A}_{F_{L}}$ is calculated as the ratio $R^{A}_{F_{2}}$ in the HIJING2.0model.
我们已经证明,对于质量数A为$x{leq}10^{-3}$的核目标,DIS结构函数之间的关系是稳定的。我们提供了使用 HIJING2.0 模型中实施的核 PDF 参数对 12C 和 208Pb 这两个特定原子核的数值结果。这些结果符合重离子运行的 EIC 动力学接受范围。比值$R^{A}_{F_{L}}$是按照 HIJING2.0 模型中的比值$R^{A}_{F_{2}}$计算的。
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引用次数: 0
Nuclear masses and fission barriers within the isospin-square liquid drop model 等空方液滴模型中的核质量和裂变势垒
Pub Date : 2024-09-17 DOI: arxiv-2409.11019
Krzysztof Pomorski
New liquid drop model with the isospin-square dependence of the volume andsurface energy terms is applied to reproduce experimentally known masses ofnuclei with number of protons and neutrons larger or equal to twenty. Theground-state microscopic energy corrections are taken into account. In spite ofthe fact that the model contains only six adjustable parameters, the quality ofmass reproduction is good, and it is comparable with other contemporary massmodels. Also, the fission barrier heights of actinide nuclei evaluated usingthe topographical theorem of Myers and Swiatecki are close to the data.
新的液滴模型的体积和表面能项与等时空平方相关,用于重现质子和中子数目大于或等于 20 的核的实验已知质量。地面状态的微观能量修正也被考虑在内。尽管该模型只包含六个可调参数,但质量再现质量良好,可与其他当代质量模型相媲美。此外,使用迈尔斯和斯维特奇的拓扑定理评估的锕系核裂变势垒高度也与数据接近。
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引用次数: 0
Spin kinetic theory with a nonlocal relaxation time approximation 采用非局部弛豫时间近似的自旋动力学理论
Pub Date : 2024-09-17 DOI: arxiv-2409.11045
Nora Weickgenannt, Jean-Paul Blaizot
We present a novel relaxation time approximation for kinetic theory with spinwhich takes into account the nonlocality of particle collisions. In particular,it models the property of the microscopic nonlocal collision term to vanish inglobal, but not in local equilibrium. We study the asymptotic distributionfunction obtained as the solution of the Boltzmann equation within the nonlocalrelaxation time approximation in the limit of small gradients and shortrelaxation time. We show that the resulting polarization agrees with the oneobtained from the Zubarev formalism for a certain value of a coefficient thatdetermines the time scale on which orbital angular momentum is converted intospin. This coefficient can be identified with a parameter related to the pseudogauge choice in the Zubarev formalism. Finally, we demonstrate how the nonlocalcollision term generates polarization from vorticity by studying anonrelativistic rotating cylinder both from kinetic and hydrodynamicapproaches, which are shown to be equivalent in this example.
我们提出了一种新的自旋动力学理论弛豫时间近似,它考虑到了粒子碰撞的非局域性。特别是,它模拟了微观非局部碰撞项在全局平衡时消失而在局部平衡时不消失的特性。我们研究了在小梯度和短松弛时间的限制下,在非局部松弛时间近似的波尔兹曼方程解中得到的渐近分布函数。我们证明,在决定轨道角动量转化为自旋的时间尺度的某一系数值上,所得到的极化与祖巴列夫形式主义得到的极化一致。这个系数可以与祖巴列夫形式主义中与伪量规选择有关的参数相识别。最后,我们通过动力学和流体力学方法研究一个非相对论旋转圆柱体,证明非局部碰撞项如何从涡度产生极化。
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引用次数: 0
Higher forbidden unique $β^-$ decay transitions and shell-model interpretation 更高的禁区独特 $β^-$ 衰变跃迁和壳模型解释
Pub Date : 2024-09-17 DOI: arxiv-2409.11244
Archana Saxena, Praveen C. Srivastava
In the present work, we have predicted the half-lives for the $beta^{-}$decay for higher forbidden unique transitions in the mass range of nuclei fromA = 40-138. For these transitions, the experimental data for half-lives are notavailable except for a few cases. The calculations for half-lives are performedwithin the framework of the nuclear shell model (SM). We have used theeffective interactions sdpf-mu, gxpf1a, gwbxg, G-matrix, snet, sn100pn, andjj56pnb to perform the SM calculations in different mass regions. Acomprehensive discussion has been made between the SM-predicted half-lives andthe scaled half-lives from proton-neutron quasiparticle random-phaseapproximation (pnQRPA). The results of the present study will be useful to plannew experiments to measure half-lives for these higher forbidden unique$beta^{-}$ transitions.
在本研究中,我们预测了原子核质量范围从A = 40-138的高禁唯一跃迁的$beta^{-}$衰变的半衰期。对于这些跃迁,除少数情况外,没有半衰期的实验数据。半衰期的计算是在核壳模型(SM)的框架内进行的。我们使用了有效的相互作用 sdpf-mu、gxpf1a、gwbxg、G-matrix、snet、sn100pn 和 jj56pnb 来进行不同质量区域的 SM 计算。对 SM 预测的半衰期和质子-中子准粒子随机相位逼近(pnQRPA)的缩放半衰期进行了全面讨论。本研究的结果将有助于规划新的实验,以测量这些更高的禁止的独特$beta^{-}$转变的半衰期。
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引用次数: 0
Vetting quark-star models with gravitational waves in the hierarchical Bayesian framework 在分层贝叶斯框架中用引力波检验夸克星模型
Pub Date : 2024-09-17 DOI: arxiv-2409.11103
Ziming Wang, Yong Gao, Dicong Liang, Junjie Zhao, Lijing Shao
The recent discovery of gravitational waves (GWs) has opened a new avenue forinvestigating the equation of state (EOS) of dense matter in compact stars,which is an outstanding problem in astronomy and nuclear physics. In thefuture, next-generation (XG) GW detectors will be constructed, deemed toprovide a large number of high-precision observations. We investigate thepotential of constraining the EOS of quark stars (QSs) with high-precisionmeasurements of mass $m$ and tidal deformability $Lambda$ from the XG GWobservatories. We adopt the widely-used bag model for QSs, consisting of fourmicroscopic parameters: the effective bag constant $B_{rm eff}$, theperturbative quantum chromodynamics correction parameter $a_4$, the strangequark mass $m_s$, and the pairing energy gap $Delta$. With the help ofhierarchical Bayesian inference, for the first time we are able to infer theEOS of QSs combining multiple GW observations. Using the top 25 loudest GWevents in our simulation, we find that, the constraints on $B_{rm eff}$ and$Delta$ are tightened by several times, while $a_4$ and $m_s$ are still poorlyconstrained. We also study a simplified 2-dimensional (2-d) EOS model which wasrecently proposed in literature. The 2-d model is found to exhibit significantparameter-estimation biases as more GW events are analyzed, while the predicted$m$-$Lambda$ relation remains consistent with the full model.
最近发现的引力波(GWs)为研究紧凑恒星中致密物质的状态方程(EOS)开辟了一条新途径,而这正是天文学和核物理领域的一个突出问题。未来,下一代(XG)GW 探测器将被建造出来,被认为可以提供大量的高精度观测。我们研究了利用 XG GW 观测站对质量 $m$ 和潮汐变形性 $Lambda$ 的高精度测量来约束夸克星(QSs)的 EOS 的可能性。我们采用广泛使用的QSs包模型,由四个微观参数组成:有效包常数$B_{rm eff}$、微扰量子色动力学修正参数$a_4$、奇异夸克质量$m_s$和配对能隙$Delta$。在层次贝叶斯推断法的帮助下,我们第一次能够结合多个GW观测结果来推断QS的EOS。利用模拟中最大声的25个GW事件,我们发现$B_{rm eff}$和$Delta$的约束被收紧了几倍,而$a_4$和$m_s$的约束仍然很差。我们还研究了文献中最近提出的一个简化的二维(2-d)EOS 模型。在分析了更多的全球变暖事件后,发现该二维模型在参数估计上出现了明显的偏差,而预测的$m$-$Lambda$关系则与完整模型保持一致。
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引用次数: 0
期刊
arXiv - PHYS - Nuclear Theory
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