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Isotopic dependence of (n,α) reaction cross sections for Fe and Sn nuclei Fe和Sn原子核(n,α)反应截面的同位素相关性
IF 1.4 4区 物理与天体物理 Q2 Physics and Astronomy Pub Date : 2023-10-13 DOI: 10.1016/j.nuclphysa.2023.122779
S. Küçüksucu , M. Yiğit , N. Paar

The (n,α) reactions play an important role for the energy generation and the synthesis of chemical elements in the stars, as well as for nuclear engineering and medical applications. The aim of this study is to explore the evolution of (n,α) reactions in Fe and Sn isotope chains in order to assess the cross section properties with the increase of neutron number in target nucleus, and to make a comparison with other relevant neutron induced reactions. The cross section calculations are based on the statistical Hauser-Feshbach and exciton models in TALYS nuclear reaction code, using global optical model potential that is additionally adjusted by the (n,α) cross section data for 54Fe and 118Sn. The calculations of (n,α) reactions in Fe and Sn isotopes provide the insight into their isotopic dependence and properties over the complete relevant range of neutron energies. The cross sections result in pronounced maxima at lower-mass isotopes, and rather strong decrease for neutron-rich nuclei consistent with the reduction of the reaction Q-value and increased contributions from other exit channels from compound nucleus. The analysis of the Maxwellian averaged cross sections at temperatures in stellar environment shows that the (n,α) reactions have significant contributions for low-mass Fe isotopes, that is opposite than for Sn isotopes. For both neutron rich isotopes γ and neutron emissions dominate, with their interplay depending on the temperature involved.

(n,α)反应在恒星中的能量产生和化学元素合成,以及核工程和医学应用中发挥着重要作用。本研究的目的是探索Fe和Sn同位素链中(n,α)反应的演变,以评估靶核中中子数增加时的截面性质,并与其他相关的中子诱导反应进行比较。截面计算基于TALYS核反应代码中的统计Hauser-Feshbach和激子模型,使用全局光学模型电势,该电势由54Fe和118Sn的(n,α)截面数据额外调整。Fe和Sn同位素中(n,α)反应的计算提供了对其同位素依赖性和在中子能量的完整相关范围内的性质的深入了解。横截面在较低质量同位素处导致显著的最大值,而富中子核的显著降低与反应Q值的降低和来自复合核的其他出口通道的贡献增加一致。对恒星环境温度下Maxwellian平均截面的分析表明,(n,α)反应对低质量Fe同位素有显著贡献,这与Sn同位素相反。对于富含中子的同位素,γ和中子发射都占主导地位,它们的相互作用取决于所涉及的温度。
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引用次数: 0
Experimental 7Be production cross section from the Li7(p,n)7Be reaction at Ep = 3.5 − 13 MeV 实验7Be在Ep= 3.5–13 MeV时Li7(p,n)7Be反应的生产横截面
IF 1.4 4区 物理与天体物理 Q2 Physics and Astronomy Pub Date : 2023-10-12 DOI: 10.1016/j.nuclphysa.2023.122778
Á. Tóth , Gy. Gyürky , E. Papp , T. Szücs

The Li7(p,n)7Be reaction is widely used as neutron source for neutron induced reaction cross section measurements, and for 7Be radioactive source production. There are two prominent structures in the excitation function, a narrow resonance between Ep=2.22.3 MeV, and a broad peak, around Ep=5 MeV. There are tension between the experimental data sets both in the position and the width of this latter structure, as well as in the absolute scale of the data. In the present work the Li7(p,n)7Be reaction is investigated using the activation technique, with the aim of providing comprehensive cross section data covering the second structure and connecting prior literature data sets. The irradiations were performed with the Atomki cyclotron accelerator with pairs of thin foil targets, thus with precisely controlled reaction energy in the range of Ep=3.513 MeV. After the irradiations the activity of the samples was measured using a high-purity germanium detector. The energy uncertainty of the new data points is much smaller than in any of the previous works, while the cross section uncertainty is comparable with the most precise literature data. A consistent data set was obtained connecting the most recent and most precise literature data sets. With the new data the absolute magnitude of the Li7(p,n)7Be reaction cross section is constrained and became more precise.

Li7(p,n)7Be反应被广泛用作中子诱导反应截面测量和7Be放射源生产的中子源。激发函数中有两个突出的结构,在Ep=2.2−2.3 MeV之间有一个窄共振,在Ep=5 MeV附近有一个宽峰。实验数据集之间在后一种结构的位置和宽度以及数据的绝对尺度上都存在张力。在本工作中,使用活化技术研究了Li7(p,n)7Be反应,目的是提供覆盖第二结构的综合横截面数据并连接现有文献数据集。辐射是用带有成对薄箔靶的Atomki回旋加速器进行的,因此反应能量精确控制在Ep=3.5−13 MeV范围内。在辐照之后,使用高纯度锗检测器测量样品的活性。新数据点的能量不确定性比以往任何一项工作都要小得多,而横截面的不确定性与最精确的文献数据相当。将最新和最精确的文献数据集连接起来,获得了一致的数据集。有了新的数据,Li7(p,n)7Be反应截面的绝对大小受到限制,并变得更加精确。
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引用次数: 0
Fully charmed resonance X(6900) and its beauty counterpart 完全迷人的共振X(6900)及其美丽的对应物
IF 1.4 4区 物理与天体物理 Q2 Physics and Astronomy Pub Date : 2023-10-05 DOI: 10.1016/j.nuclphysa.2023.122768
S.S. Agaev , K. Azizi , B. Barsbay , H. Sundu

The fully heavy scalar tetraquarks T4Q=QQQQ, (Q=c,b) are explored in the context of QCD sum rule method. We model T4Q as diquark-antidiquark systems composed of pseudoscalar constituents, and calculate their masses m() and couplings f() within the two-point sum rule approach. Our results m=(6928±50)MeV and m=(18858±50)MeV for masses of the tetraquarks T4c and T4b prove that they can decay to hidden-flavor heavy mesons. The full width Γ4c of the T4c is evaluated by taking into account the decay channels T4cJ/ψJ/ψ, J/ψψ, ηcηc, ηcηc(2S), ηcχc1(1P), and χc0χc0. The partial widths of these processes depend on strong couplings gi at vertices T4cJ/ψJ/ψ, <

在QCD和规则方法的背景下,研究了全重标量四夸克T4Q=QQQ,(Q=c,b)。我们将T4Q建模为由伪标量成分组成的二夸克反夸克系统,并在两点和规则方法中计算它们的质量m(′)和耦合f(′)。我们对T4c和T4b质量的m=(6928±50)MeV和m′=(18858±50)MeV的结果证明了它们可以衰变为隐味重介子。T4c的全宽Γ4c是通过考虑衰变通道T4c来评估的→J/ψJ/ψ。这些过程的部分宽度取决于顶点T4cJ/ψJ/Ψ、T4cJ//ψψ′等处的强耦合gi,这些强耦合gi是使用QCD三点和规则方法计算的。衰变T4b→ηbηb用于求T4b的宽度Γ4b。将m和Γ4c=(128±22)MeV的预测与LHCb、ATLAS和CMS合作报道的完全迷人共振的参数进行了比较。基于此分析,我们将四夸克T4c解释为共振X(6900)的候选者。奇异介子T4b的质量m′和宽度Γ4b=(94±28)MeV可用于未来对这些态的实验研究。
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引用次数: 2
Neutrino-induced reactions on 18O and implications of 18O mixture in water Cherenkov detectors on supernova neutrino events 中微子对18O的诱导反应及水中18O混合物Cherenkov探测器对超新星中微子事件的影响
IF 1.4 4区 物理与天体物理 Q2 Physics and Astronomy Pub Date : 2023-10-01 DOI: 10.1016/j.nuclphysa.2023.122719
Toshio Suzuki , Ken'ichiro Nakazato , Makoto Sakuda

Neutrino-nucleus reaction cross sections on 18O are evaluated by shell-model calculations and compared with those on 16O. Important contributions from Gamow-Teller transitions are noticed for 18O (νe, e) 18F in contrary to the case for 16O, where spin-dipole transitions are dominant contributions. Calculated cross sections for 18O (νe, e) 18F are shown to be larger than for 16O at low neutrino energies below 20 MeV in natural water with the 0.205% admixture of 18O due to the lower threshold energy (1.66 MeV) for 18O than that for 16O (15.42 MeV). The resulting electron spectra, that is, the cross sections as functions of emitted electron energy Te, are also shown to be quite different, reflecting the different threshold energies. The electron spectra from (νe, e) reactions on 18O and 16O in water Cherenkov detectors for supernova neutrino detection are investigated for both the cases with and without the neutrino oscillation and compared with those of the neutrino-electron scattering. It has been shown that the contribution from 18O (0.205% mixture) enhances the rates from 16O by 60% for the case without the oscillation and by 20-30% for the case with the oscillation below Te =20 MeV. For the case with the neutrino oscillation, the event rates for 18O and 16O become comparable to those of the neutrino-electron scattering. However, their rates at low energy (Te< 20 MeV) are much lower than those of the neutrino-electron scattering, which is important for the pointing accuracy to the supernova direction.

用壳层模型计算了18O上的中微子-核反应截面,并与16O上的进行了比较。Gamow-Teller跃迁对18O(Γe,e−)18F的重要贡献与16O的情况相反,其中自旋-偶极跃迁是主要贡献。由于18O的阈值能量(1.66MeV)低于16O(15.42MeV),18O的计算横截面显示,在天然水中,在低于20MeV的低中微子能量和0.205%的18O混合物下,18O(μe,e−)18F的计算横截面积大于16O。所得到的电子光谱,即作为发射电子能量Te的函数的横截面,也被显示为非常不同,反映了不同的阈值能量。研究了超新星中微子探测中18O和16O水中Cherenkov探测器在有中微子振荡和没有中微子振荡的情况下(μe,e−)反应的电子光谱,并与中微子电子散射的电子光谱进行了比较。已经表明,18O(0.205%混合物)的贡献在没有振荡的情况下使16O的速率提高了60%,在Te=20MeV以下振荡的情况中使速率提高了20-30%。对于中微子振荡的情况,18O和16O的事件率与中微子电子散射的事件率相当。然而,它们在低能量(Te<;20MeV)下的速率远低于中微子电子散射的速率,这对于超新星方向的指向精度很重要。
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引用次数: 0
Surface and decay properties of newly synthesized 207,208Th isotopes for various α-decay chains 新合成的207208Th不同α衰变链同位素的表面和衰变特性
IF 1.4 4区 物理与天体物理 Q2 Physics and Astronomy Pub Date : 2023-10-01 DOI: 10.1016/j.nuclphysa.2023.122722
Jeet Amrit Pattnaik , R.N. Panda , M. Bhuyan , S.K. Patra

Considering various initial deformations, the ground, first excited, and second excited states binding energies are calculated using the effective field theory motivated relativistic mean-field based IOPB-I force parameter. The alpha decay chains for both the 207Th and 208Th are examined. As observed for both nuclei, it takes four subsequent α-particle emissions to reach the stable Pb nucleus. The half-lives determined by two widely used Viola-Seaborg and modified universal decay law formulas are compared with the available experimental data. The surface property-like symmetry energy is also predicted for these nuclei in the framework of the coherent density fluctuation model and establishes a connection between the decay behavior and the symmetry energy.

考虑到各种初始变形,使用基于有效场论的相对论平均场IOPB-I力参数计算了基态、第一激发态和第二激发态的结合能。研究了207Th和208Th的α衰变链。正如对两个原子核所观察到的那样,需要随后的四次α粒子发射才能到达稳定的Pb原子核。将两个广泛使用的Viola Seaborg公式和修正的普遍衰变定律公式所确定的半衰期与现有的实验数据进行了比较。在相干密度涨落模型的框架下,还预测了这些核的表面性质,如对称能,并在衰变行为和对称能之间建立了联系。
{"title":"Surface and decay properties of newly synthesized 207,208Th isotopes for various α-decay chains","authors":"Jeet Amrit Pattnaik ,&nbsp;R.N. Panda ,&nbsp;M. Bhuyan ,&nbsp;S.K. Patra","doi":"10.1016/j.nuclphysa.2023.122722","DOIUrl":"https://doi.org/10.1016/j.nuclphysa.2023.122722","url":null,"abstract":"<div><p><span><span>Considering various initial deformations, the ground, first excited, and second excited states binding energies are calculated using the effective field theory motivated relativistic mean-field based IOPB-I force parameter. The </span>alpha decay chains for both the </span><sup>207</sup>Th and <sup>208</sup>Th are examined. As observed for both nuclei, it takes four subsequent <em>α</em>-particle emissions to reach the stable Pb nucleus. The half-lives determined by two widely used Viola-Seaborg and modified universal decay law formulas are compared with the available experimental data. The surface property-like symmetry energy is also predicted for these nuclei in the framework of the coherent density fluctuation model and establishes a connection between the decay behavior and the symmetry energy.</p></div>","PeriodicalId":19246,"journal":{"name":"Nuclear Physics A","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50176459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Implementation of cluster expansion for hot QCD matter QCD热点问题集群扩展的实现
IF 1.4 4区 物理与天体物理 Q2 Physics and Astronomy Pub Date : 2023-10-01 DOI: 10.1016/j.nuclphysa.2023.122718
Niels-Uwe Friedrich Bastian , Pasi Huovinen , Elizaveta Nazarova

We present a cluster expansion EoS model for strongly-interacting matter based on the generalized Beth-Uhlenbeck formalism to describe hadrons as bound clusters of quarks. This formalism can describe both confined and deconfined phases. Our emphasis is on the region of vanishing baryon densities, where numerical solutions available from Lattice QCD predict a smooth crossover transition from hadron to quark matter. Medium effects are taken into account as self energies, which are motivated from both perturbative QCD calculations and phenomenological models. Parameters are tuned to Lattice QCD data and result in a good agreement of the thermodynamics.

我们提出了一个基于广义Beth-Uhlenbeck形式的强相互作用物质的团簇扩展EoS模型,将强子描述为夸克的束缚团簇。这种形式主义既可以描述约束阶段,也可以描述去约束阶段。我们的重点是重子密度消失的区域,Lattice QCD提供的数值解预测了从强子到夸克物质的平滑交叉跃迁。介质效应被视为自能,其动机来自微扰QCD计算和唯象模型。参数被调整到晶格QCD数据,并导致热力学的良好一致性。
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引用次数: 0
Measurement of alpha-induced reaction cross-sections for natZn with detailed covariance analysis 用详细的协方差分析测量natZn的α诱导反应截面
IF 1.4 4区 物理与天体物理 Q2 Physics and Astronomy Pub Date : 2023-10-01 DOI: 10.1016/j.nuclphysa.2023.122720
Mahesh Choudhary , Aman Sharma , Namrata Singh , A. Gandhi , S. Dasgupta , J. Datta , K. Katovsky , A. Kumar

The production cross-section of 68Ge, 69Ge, 65Zn and 67Ga radioisotopes from alpha-induced nuclear reaction with natZn have been measured using the stacked foil activation technique followed by the off-line γ-ray spectroscopy in the incident alpha energy range 14-37 MeV. The obtained nuclear reaction cross-sections are compared with previous experimental data available in the EXFOR data library, evaluated nuclear data from TENDL-2019 and theoretical results, calculated using TALYS nuclear reaction code. We have also performed the detailed uncertainty analysis for these nuclear reactions and their respective correlation metrics are presented. Since α-induced reactions are important in nuclear medicine and developing the nuclear reaction codes so needful corrections related to the coincidence summing factor and the geometric factor have been considered during the data analysis in the present study.

利用叠箔活化技术和离线γ射线光谱法,在入射α能量范围为14~37MeV的条件下,测量了α诱导的核反应中68Ge、69Ge、65Zn和67Ga放射性同位素的产生截面。将获得的核反应截面与EXFOR数据库中现有的先前实验数据、TENDL-2019的评估核数据以及使用TALYS核反应代码计算的理论结果进行比较。我们还对这些核反应进行了详细的不确定性分析,并给出了它们各自的相关性指标。由于α诱导反应在核医学和开发核反应代码中很重要,因此在本研究的数据分析中考虑了与重合求和因子和几何因子相关的必要校正。
{"title":"Measurement of alpha-induced reaction cross-sections for natZn with detailed covariance analysis","authors":"Mahesh Choudhary ,&nbsp;Aman Sharma ,&nbsp;Namrata Singh ,&nbsp;A. Gandhi ,&nbsp;S. Dasgupta ,&nbsp;J. Datta ,&nbsp;K. Katovsky ,&nbsp;A. Kumar","doi":"10.1016/j.nuclphysa.2023.122720","DOIUrl":"https://doi.org/10.1016/j.nuclphysa.2023.122720","url":null,"abstract":"<div><p>The production cross-section of <sup>68</sup>Ge, <sup>69</sup>Ge, <sup>65</sup>Zn and <sup>67</sup>Ga radioisotopes from alpha-induced nuclear reaction with <span><math><msup><mrow></mrow><mrow><mi>n</mi><mi>a</mi><mi>t</mi></mrow></msup></math></span>Zn have been measured using the stacked foil activation technique followed by the off-line <em>γ</em>-ray spectroscopy in the incident alpha energy range 14-37 MeV. The obtained nuclear reaction cross-sections are compared with previous experimental data available in the EXFOR data library, evaluated nuclear data from TENDL-2019 and theoretical results, calculated using TALYS nuclear reaction code. We have also performed the detailed uncertainty analysis for these nuclear reactions and their respective correlation metrics are presented. Since <em>α</em>-induced reactions are important in nuclear medicine and developing the nuclear reaction codes so needful corrections related to the coincidence summing factor and the geometric factor have been considered during the data analysis in the present study.</p></div>","PeriodicalId":19246,"journal":{"name":"Nuclear Physics A","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50176460","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Boltzmann distributions on a quantum computer via active cooling 量子计算机上主动冷却的Boltzmann分布
IF 1.4 4区 物理与天体物理 Q2 Physics and Astronomy Pub Date : 2023-10-01 DOI: 10.1016/j.nuclphysa.2023.122708
Carter Ball, Thomas D. Cohen

Quantum computing raises the possibility of solving a variety of problems in physics that are presently intractable. A number of such problems involves the physics of systems in or near thermal equilibrium. There are two main ways to compute thermal expectation values on a quantum computer: construct a thermal state that reproduces thermal expectation values, or sample various energy eigenstates from a Boltzmann distribution of a given temperature. In this paper we address the second approach and propose an algorithm that uses active cooling to produce the distribution. While this algorithm is quite general and applicable to a wide variety of systems, it was developed with the specific intention of simulating thermal configurations of non-Abelian gauge theories such as QCD, which would allow the study of quark-gluon plasma created in heavy-ion collisions.

量子计算提出了解决目前难以解决的各种物理问题的可能性。许多这样的问题涉及处于或接近热平衡的系统的物理学。在量子计算机上计算热期望值有两种主要方法:构建一个再现热期望值的热态,或者从给定温度的玻尔兹曼分布中采样各种能量本征态。在本文中,我们讨论了第二种方法,并提出了一种使用主动冷却来产生分布的算法。虽然该算法非常通用,适用于各种系统,但它的开发初衷是模拟非阿贝尔规范理论(如QCD)的热配置,这将允许研究重离子碰撞中产生的夸克胶子等离子体。
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引用次数: 3
Effect of double spin-orbit parameters of spin-orbit strength in reactions involving spherical-prolate, spherical-oblate, oblate-prolate and oblate-oblate configurations 双自旋轨道参数对球-长、球-扁、扁-长和扁-扁构型反应中自旋轨道强度的影响
IF 1.4 4区 物理与天体物理 Q2 Physics and Astronomy Pub Date : 2023-10-01 DOI: 10.1016/j.nuclphysa.2023.122723
Rajni , Ashutosh Kaushik , Manoj K. Sharma , Ajay Kumar Rai

The present work is carried out to see the role of double spin-orbit parameters (W1 and W2) on reactions having spherical-prolate, spherical-oblate, oblate-prolate and oblate-oblate configurations. For the study, semi-classical Skyrme energy density formalism is used by employing SkIx (x=2,3,4) and SAMi Skyrme forces. The calculations suggest that the presence of double spin-orbit strength imparts significant influence on spin-dependent potential (VJ) as maximum barrier height of VJ (VJB) is observed with SAMi force (W1≠W2) and minimum with SkI2 (W1=W2) i.e., VJB(SAMi)>VJB(SkI4)>VJB(SkI3)>VJB(SkI2). The maxima and minima in VJB are further related to the contribution from the isoscalar and isovector parts of the spin-orbit potential. As far as shape of projectile and(or) target is concerned, the higher VJB is obtained for oblate-prolate configuration and lower when spherical-prolate configuration is used. The chosen Skyrme forces also modify the fusion barrier height VB of different target-projectile combinations in the similar way as the spin-orbit barrier height (VJB) does. These Skyrme forces are further applied to address the experimental fusion excitation functions and fusion barrier distributions of the considered reacting partners. The contribution of VJ is also estimated in fusion cross-section of considered reactions.

本工作是为了观察双自旋轨道参数(W1和W2)对具有球面-长边、球面-扁边、扁边-长边和扁边-扁边构型的反应的作用。在这项研究中,通过使用SkIx(x=2,3,4)和SAMi-Skyrme力,使用了半经典的Skyrme能量密度形式。计算表明,双自旋轨道强度的存在对自旋相关势(VJ)产生了显著影响,因为在SAMi力(W1≠W2)下观察到VJ(VJB)的最大势垒高度,而在SkI2力(W1=W2)时观察到最小势垒高度,即VJB(SAMi)>;VJB(SkI4)>;VJB(SkI3)>;VJB(SkI2)。VJB中的最大值和最小值进一步与自旋轨道势的等标量和等矢量部分的贡献有关。就射弹和(或)目标的形状而言,扁长形时获得的VJB较高,而球形长形时则较低。所选择的Skyrme力也以与自旋轨道屏障高度(VJB)类似的方式修改不同目标-抛射体组合的聚变屏障高度VB。这些Skyrme力被进一步应用于所考虑的反应伙伴的实验聚变激发函数和聚变势垒分布。VJ的贡献也在所考虑的反应的聚变截面中进行了估计。
{"title":"Effect of double spin-orbit parameters of spin-orbit strength in reactions involving spherical-prolate, spherical-oblate, oblate-prolate and oblate-oblate configurations","authors":"Rajni ,&nbsp;Ashutosh Kaushik ,&nbsp;Manoj K. Sharma ,&nbsp;Ajay Kumar Rai","doi":"10.1016/j.nuclphysa.2023.122723","DOIUrl":"https://doi.org/10.1016/j.nuclphysa.2023.122723","url":null,"abstract":"<div><p>The present work is carried out to see the role of double spin-orbit parameters (W<sub>1</sub> and W<sub>2</sub><span>) on reactions having spherical-prolate, spherical-oblate, oblate-prolate and oblate-oblate configurations. For the study, semi-classical Skyrme energy density formalism is used by employing SkIx (x=2,3,4) and SAMi Skyrme forces. The calculations suggest that the presence of double spin-orbit strength imparts significant influence on spin-dependent potential (V</span><sub><em>J</em></sub>) as maximum barrier height of <span><math><msub><mrow><mi>V</mi></mrow><mrow><mi>J</mi></mrow></msub></math></span> (V<span><math><msub><mrow></mrow><mrow><mi>J</mi><mi>B</mi></mrow></msub></math></span>) is observed with SAMi force (W<sub>1</sub>≠W<sub>2</sub>) and minimum with SkI2 (W<sub>1</sub>=W<sub>2</sub>) i.e., V<span><math><msub><mrow></mrow><mrow><mi>J</mi><mi>B</mi></mrow></msub></math></span><span><math><msub><mrow></mrow><mrow><mo>(</mo><mi>S</mi><mi>A</mi><mi>M</mi><mi>i</mi><mo>)</mo></mrow></msub></math></span>&gt;V<span><math><msub><mrow></mrow><mrow><mi>J</mi><mi>B</mi></mrow></msub></math></span><span><math><msub><mrow></mrow><mrow><mo>(</mo><mi>S</mi><mi>k</mi><mi>I</mi><mn>4</mn><mo>)</mo></mrow></msub></math></span>&gt;V<span><math><msub><mrow></mrow><mrow><mi>J</mi><mi>B</mi></mrow></msub></math></span><span><math><msub><mrow></mrow><mrow><mo>(</mo><mi>S</mi><mi>k</mi><mi>I</mi><mn>3</mn><mo>)</mo></mrow></msub></math></span>&gt;V<span><math><msub><mrow></mrow><mrow><mi>J</mi><mi>B</mi></mrow></msub></math></span><span><math><msub><mrow></mrow><mrow><mo>(</mo><mi>S</mi><mi>k</mi><mi>I</mi><mn>2</mn><mo>)</mo></mrow></msub></math></span>. The maxima and minima in <span><math><msub><mrow><mi>V</mi></mrow><mrow><mi>J</mi><mi>B</mi></mrow></msub></math></span> are further related to the contribution from the isoscalar and isovector parts of the spin-orbit potential. As far as shape of projectile and(or) target is concerned, the higher V<span><math><msub><mrow></mrow><mrow><mi>J</mi><mi>B</mi></mrow></msub></math></span> is obtained for oblate-prolate configuration and lower when spherical-prolate configuration is used. The chosen Skyrme forces also modify the fusion barrier height V<sub><em>B</em></sub> of different target-projectile combinations in the similar way as the spin-orbit barrier height (V<span><math><msub><mrow></mrow><mrow><mi>J</mi><mi>B</mi></mrow></msub></math></span>) does. These Skyrme forces are further applied to address the experimental fusion excitation functions and fusion barrier distributions of the considered reacting partners. The contribution of V<sub><em>J</em></sub> is also estimated in fusion cross-section of considered reactions.</p></div>","PeriodicalId":19246,"journal":{"name":"Nuclear Physics A","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50176458","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nuclear mass predictions with multi-hidden-layer feedforward neural network 基于多隐层前馈神经网络的核质量预测
IF 1.4 4区 物理与天体物理 Q2 Physics and Astronomy Pub Date : 2023-10-01 DOI: 10.1016/j.nuclphysa.2023.122707
Xian-Kai Le, Nan Wang, Xiang Jiang

Based on Keras deep learning framework, the feedforward neural network (FNN) model is employed to improve the predictions of the liquid drop model (LDM). It is shown that the prediction ability of FNN can be significantly improved if multiple hidden layers are used with only four input parameters. The root-mean-square deviation (RMSD) of nuclear mass predicted by LDM can be reduced from 2.38 MeV to 196 keV with the multi-hidden-layer FNN model, which is only one third of the single-hidden-layer FNN model. The predictions of two-neutron separation energies (S2n) and single-neutron separation energies (Sn) indicate that the multi-hidden-layer FNN model gives a better description of the shell structure. In addition, the extrapolation capability of the model in the super-heavy nuclear region is studied, the results show that better extrapolation capability can be achieved if multiple hidden layers are employed.

基于Keras深度学习框架,采用前馈神经网络(FNN)模型来改进液滴模型(LDM)的预测。结果表明,如果只使用四个输入参数使用多个隐藏层,则可以显著提高FNN的预测能力。利用多隐层FNN模型,LDM预测的核质量均方根偏差(RMSD)可以从2.38MeV降低到196keV,仅为单层FNN模型的三分之一。对两个中子分离能(S2n)和单个中子分离能的预测表明,多隐层FNN模型能更好地描述壳层结构。此外,还研究了模型在超重核区的外推能力,结果表明,如果采用多个隐层,可以获得更好的外推能力。
{"title":"Nuclear mass predictions with multi-hidden-layer feedforward neural network","authors":"Xian-Kai Le,&nbsp;Nan Wang,&nbsp;Xiang Jiang","doi":"10.1016/j.nuclphysa.2023.122707","DOIUrl":"https://doi.org/10.1016/j.nuclphysa.2023.122707","url":null,"abstract":"<div><p><span>Based on Keras deep learning<span> framework, the feedforward neural network (FNN) model is employed to improve the predictions of the liquid drop model (LDM). It is shown that the prediction ability of FNN can be significantly improved if multiple hidden layers are used with only four input parameters. The root-mean-square deviation (RMSD) of nuclear mass predicted by LDM can be reduced from 2.38 MeV to 196 keV with the multi-hidden-layer FNN model, which is only one third of the single-hidden-layer FNN model. The predictions of two-neutron separation energies (</span></span><em>S</em><sub>2n</sub>) and single-neutron separation energies (<span><math><msub><mrow><mi>S</mi></mrow><mrow><mi>n</mi></mrow></msub></math></span>) indicate that the multi-hidden-layer FNN model gives a better description of the shell structure. In addition, the extrapolation capability of the model in the super-heavy nuclear region is studied, the results show that better extrapolation capability can be achieved if multiple hidden layers are employed.</p></div>","PeriodicalId":19246,"journal":{"name":"Nuclear Physics A","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50176461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
Nuclear Physics A
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