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A Bi-polar Current Source with High Short-term Stability for Tsinghua Tabletop Kibble Balance 用于清华桌上型 Kibble 天平的具有高短期稳定性的双极性电流源
Pub Date : 2024-08-29 DOI: arxiv-2408.16405
Kang Ma, Xiaohu Liu, Wei Zhao, Songling Huang, Shisong Li
A high-precision current source, capable of supporting weighing measurementswith a relative uncertainty at the $10^{-9}$ level, is essential for Kibblebalance experiments. However, most current sources utilized in Kibble balancesto date are homemade and not commercially available. In this paper, weintroduce a digital-feedback, two-stage current source designed for theTsinghua tabletop Kibble balance, relying solely on commercially availablesources and voltmeters. A high-resolution, small-range current source isemployed to digitally compensate for current output fluctuations from alarge-range current source. Experimental tests show the proposal can offer aneasy realization of a current source with nA/A stability to support Kibblebalance measurements.
高精度电流源对于基布天平实验至关重要,它能够支持相对不确定度在 10^{-9}$ 级的称重测量。然而,迄今为止,大多数用于基布天平的电流源都是自制的,无法在市场上买到。在本文中,我们介绍了一种专为清华台式 Kibble 天平设计的数字反馈两级电流源,它完全依赖于市场上可获得的电流源和电压表。利用高分辨率、小量程电流源对大量程电流源的电流输出波动进行数字补偿。实验测试表明,该方案可轻松实现具有 nA/A 稳定度的电流源,以支持 Kibble 天平测量。
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引用次数: 0
Li$_2$MnCl$_4$ single crystal: new candidate for red-emitting neutron scintillator Li_2MnCl_4$单晶体:红光发射中子闪烁体的新候选材料
Pub Date : 2024-08-29 DOI: arxiv-2408.16178
Vojtech Vanecek, Robert Kral, Katerina Krehlikova, Romana Kuverkova, Vladimir Babin, Petra Zemenova, Jan Rohlicek, Zuzana Malkova, Terezia Jurkovicova, Martin Nikl
Novel red-emitting scintillator Li$_2$MnCl$_4$ is proposed as a candidate forthermal neutron detection. It features high Li content, low density, loweffective atomic number, and emission in red-NIR region. These characteristicsmake it an interesting candidate for long distance neutron detection in harshenviroments e. g. decomisioning of nuclear powerplants. The absorption spectrumis thoroughly investigated in the scope of Tanabe-Sugano diagram. Luminescencemechanism in the undoped Li$_2$MnCl$_4$ is studied in depth. Doping byEu$^{2+}$ and Ce$^{3+}$ is introduced as a trial to improve the scintillationefficiency. We show in the Eu$^{2+}$ and Ce$^{3+}$ doped Li$_2$MnCl$_4$ thatluminescence mechanism involves energy transfer from the dopants to Mn$^{2+}$,and propose the local lattice distortion around the dopant and a possiblecharge compensation mechanisms.
提出了一种新型红色发射闪烁体 Li$_2$MnCl$_4$ 作为热中子探测的候选材料。它具有锂含量高、密度低、有效原子序数低和在红-近红外区域发射等特点。这些特点使其成为在严酷环境下(如核电站解体)进行长距离中子探测的理想候选物质。在塔纳贝-苏加诺图的范围内对其吸收光谱进行了深入研究。深入研究了未掺杂 Li$_2$MnCl$_4$ 的发光机制。为了提高闪烁效率,我们尝试掺入了 Eu$^{2+}$ 和 Ce$^{3+}$。我们在 Eu$^{2+}$ 和 Ce$^{3+}$ 掺杂的 Li$_2$MnCl$_4$ 中发现,发光机制涉及从掺杂剂到 Mn$^{2+}$ 的能量转移,并提出了掺杂剂周围的局部晶格畸变和可能的电荷补偿机制。
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引用次数: 0
Electron Scattering at the Intensity Frontier with SoLID 利用 SoLID 实现强度边界的电子散射
Pub Date : 2024-08-28 DOI: arxiv-2408.16037
Zein-Eddine Meziani
The Solenoidal Large Intensity Device (SoLID) is a large acceptancespectrometer capable of operating at the luminosity frontier. It is proposed tofully exploit the scientific potential of the continuous electron beamaccelerator facility (CEBAF) 12 GeV energy upgrade at Jefferson Lab. Itsconceptual design is mature, having passed multiple reviews and been validatedby a successful pre-R&D phase. The envisioned scientific program consists ofthree avenues of research, namely the 3D momentum imaging of the structure ofthe nucleon, the origin of the proton mass through the gluonic gravitationalform factors (GFFs), and the search of physics beyond the standard model ofparticle physics. These avenues are complemented by a growing supplemental listof run group experiments that address a variety of important topics.
螺线管大强度装置(Solenoidal Large Intensity Device,SoLID)是一种能够在光度前沿运行的大型接受谱仪。该装置旨在充分挖掘杰斐逊实验室 12 GeV 能量升级后的连续电子束加速器(CEBAF)的科学潜力。其概念设计已经成熟,通过了多次审查,并在预研发阶段取得了成功。设想的科学计划包括三条研究途径,即核子结构的三维动量成像、通过胶子引力形式因子(GFFs)研究质子质量的起源,以及寻找超越粒子物理标准模型的物理学。除了这些途径之外,还有不断增加的运行组实验补充清单,这些实验涉及各种重要课题。
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引用次数: 0
DWR-Drag: A new generation software for the Double Wall-Ring Interfacial Shear Rheometer's data analysis DWR-Drag:新一代双壁环界面剪切流变仪数据分析软件
Pub Date : 2024-08-28 DOI: arxiv-2408.15755
P. Sanchez-Puga, Miguel A. Rubio
The double wall-ring (DWR) rotational configuration is nowadays theinstrument of choice regarding interfacial shear rheometers (ISR) in rotationalconfigurations. Complex numerical schemes must be used in the analysis of theoutput data in order to appropriately deal with the coupling betweeninterfacial and bulk fluid flows, and to separate viscous and elasticcontribution or the interfacial response. We present a second generation codefor analyzing the interfacial shear rheology experimental results of smallamplitude oscillatory measurements made with a DWR rotational rheometer. Thepackage presented here improves significantly the accuracy and applicabilityrange of the previous available software packages by implementing: i) aphysically motivated iterative scheme based on the probe's equation of motion,ii) an increased user selectable spatial resolution, and iii) a second orderapproximation for the velocity gradients at the ring surfaces. Moreover, theoptimization of the computational effort allows, in many cases, for on-the-flyexecution during data acquisition in real experiments.
双壁环(DWR)旋转配置是当今旋转配置界面剪切流变仪(ISR)的首选仪器。在分析输出数据时必须使用复杂的数值方案,以便恰当地处理界面流体流和散装流体流之间的耦合,并分离粘滞和弹性贡献或界面响应。我们提出了第二代代码,用于分析使用 DWR 旋转流变仪进行的小振幅振荡测量的界面剪切流变实验结果。本报告中介绍的软件包通过实现以下功能,大大提高了之前可用软件包的准确性和适用范围:i) 基于探针运动方程的物理迭代方案;ii) 提高了用户可选的空间分辨率;iii) 对环面的速度梯度进行二阶近似。此外,计算量的优化在很多情况下允许在实际实验的数据采集过程中即时执行。
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引用次数: 0
Infrared thermal imaging camera to measure low temperature thermal fields 用于测量低温热场的红外热像仪
Pub Date : 2024-08-28 DOI: arxiv-2408.16165
E. GordiyenkoB.Verkin Institute for Low Temperature Physics and Engineering NAS of Ukraine, Yu. FomenkoB.Verkin Institute for Low Temperature Physics and Engineering NAS of Ukraine, G. ShustakovaB.Verkin Institute for Low Temperature Physics and Engineering NAS of Ukraine, G. KovalovInstitute for Problems of Cryobiology and Cryomedicine NAS of Ukraine, S. ShevchenkoB.Verkin Institute for Low Temperature Physics and Engineering NAS of Ukraine
To measure low-temperature thermal fields, we have developed a single-elementcooled thermal imaging camera for a spectral range of 8{div}14 {mu}m with aninternal shutter for radiometric calibration. To improve the accuracy ofmeasuring the temperature of cold objects, we used a shutter with a combinedemissivity as an internal reference source of radiation at the input of thedevice optical unit. With this aim a small mirror was fixed in the center onits surface covered black, thereby ensuring an efficient reflection ofradiation in a wide spectral range of wavelengths. When processing the signalfor each pixel of the thermal image, the differential value of the detectorresponse to the shutter blackened and mirror areas was used as a reference. Arelative measurement error of 3 percent was obtained for the studied objectswith a temperature of -150 {deg}C. The device was successfully used for remotestudy of thermal field dynamics during freeze-thawing of biological tissues invivo.
为了测量低温热场,我们开发了一种光谱范围为 8{div}14 {mu}m 的单元件制冷热像仪,并配备了一个用于辐射校准的内部快门。为了提高测量冷物体温度的精确度,我们在设备光学单元的输入端使用了一个具有综合辐射率的快门作为内部辐射参考源。为了达到这一目的,我们在快门的中心位置固定了一面小镜子,并在其表面覆盖了黑色涂层,从而确保在宽光谱波长范围内有效反射辐射。在处理热图像每个像素的信号时,检测器对快门黑色区域和镜面区域的响应差值被用作参考。所研究对象的温度为-150 {/deg}C,测量误差为 3%。该装置被成功地用于远程研究生物组织冻融过程中的热场动态。
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引用次数: 0
A roadmap for neutrino detection at LHC, HL-LHC and SPS 大型强子对撞机、超大型强子对撞机和 SPS 的中微子探测路线图
Pub Date : 2024-08-28 DOI: arxiv-2408.15851
Elena Graverini
SND@LHC is a new detector for neutrino physics at LHC. Its experimentalconfiguration makes it possible to distinguish between all three neutrinoflavours, opening a unique opportunity to probe physics of heavy flavourproduction at the LHC in the region that is not accessible to ATLAS, CMS andLHCb. It can also explore lepton flavour universality in the neutral sector,and search for feebly interacting particles. The detector has been commissionedand installed in 2021-2022. A first set of data has since then been collected,providing the first observation of neutrinos produced at a collider. This paperdiscusses the detector technologies being used to study high-energy neutrinosat the LHC, and their performance in terms of physics reach. The necessaryupgrades to operate at high-luminosity LHC are presented, as well as a proposedexperiment to perform neutrino measurements at the newly approved Beam DumpFacility.
SND@LHC 是用于大型强子对撞机中微子物理的新型探测器。它的实验配置使其有可能区分所有三种中微子的味道,从而为在大型强子对撞机上探测ATLAS、CMS和LHCb都无法进入的区域内的重味道产生物理学提供了一个独特的机会。它还可以探索中性部门的轻子味普遍性,并搜索弱相互作用粒子。该探测器已于 2021-2022 年投入使用和安装。从那时起,第一组数据已经收集完毕,首次观测到了在对撞机上产生的中微子。本文讨论了在大型强子对撞机上用于研究高能中微子的探测器技术,以及它们在物理覆盖范围方面的性能。本文介绍了在高亮度大型强子对撞机上运行所需的必要升级,以及在新批准的光束倾倒设施上进行中微子测量的拟议实验。
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引用次数: 0
Vertex Imaging Hadron Calorimetry Using AI/ML Tools 使用 AI/ML 工具的顶点成像强子量热法
Pub Date : 2024-08-27 DOI: arxiv-2408.15385
N. Akchurin, J. Cash, J. Damgov, X. Delashaw, K. Lamichhane, M. Harris, M. Kelley, S. Kunori, H. Mergate-Cacace, T. Peltola, O. Schneider, J. Sewell
The fluctuations in energy loss to processes that do not generate measurablesignals, such as binding energy losses, set the limit on achievable hadronicenergy resolution in traditional energy reconstruction techniques. Thecorrelation between the number of hadronic interaction vertices in a shower andinvisible energy is found to be strong and is used to estimate invisible energyfraction in highly granular calorimeters in short time intervals (<10 ns). Wesimulated images of hadronic showers using GEANT4 and deployed a neural networkto analyze the images for energy regression. The neural network-based approachresults in significant improvement in energy resolution, from 13 % to 4 % inthe case of a Cherenkov calorimeter for 100 GeV pion showers. We discuss thesignificance of the phenomena responsible for this improvement and the plansfor experimental verification of these results and further development.
能量损失的波动过程不会产生可测量的信号,例如结合能损失,这就限制了传统能量重建技术可实现的强子能量分辨率。研究发现,簇射中强子相互作用顶点的数量与隐形能量之间的相关性很强,可用于在短时间间隔(<10 毫微秒)内估算高颗粒量热计中的隐形能量比例。我们使用 GEANT4 模拟了强子阵列的图像,并部署了一个神经网络来分析图像以进行能量回归。基于神经网络的方法显著提高了能量分辨率,在100 GeV先驱示波的切伦科夫量热计中从13%提高到4%。我们讨论了导致这一改进的现象的重要性,以及对这些结果进行实验验证和进一步开发的计划。
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引用次数: 0
High-granularity Dual-readout Calorimeter: Evolution of a Classic Prototype 高粒度双读数量热仪:经典原型的演变
Pub Date : 2024-08-27 DOI: arxiv-2408.15430
N. Akchurin, J. Cash, J. Damgov, X. Delashaw, K. Lamichhane, M. Harris, M. Kelley, S. Kunori, H. Mergate-Cacace, T. Peltola, O. Schneider, J. Sewell
The original dual-readout calorimeter prototype (DREAM), constructed twodecades ago, has proven instrumental in advancing our understanding ofcalorimetry. It has facilitated a multitude of breakthroughs by leveragingsignals from complementary media (Cherenkov and scintillation) to capturefluctuations in electromagnetic energy fraction within hadronic showers. Overthe years, extensive studies have shed light on the performance characteristicsof this module, rendering it exceptionally well-understood. Drawing on thiswealth of experience, we have embarked on enhancing the detectors' capabilitiesfurther by integrating fast silicon photomultipliers (SiPMs) with finertransverse segmentation, $sim$1 cm$^2$, as well as longitudinal segmentationby timing measuring better than 10 cm. This configuration will allow us toimage hadronic showers with high granularity (HG-DREAM). We argue that thespatial information provided by such a granular detector in a short time window($approx$5 ns) leads to substantial enhancement in energy resolution whenadvanced neural networks are employed in energy reconstruction. We brieflypresent the current status of work, new concepts that have been introduced tothe detector, and expectations from simulations.
最初的双读出量热计原型(DREAM)是在二十年前建造的,事实证明它在推动我们对量热计的理解方面发挥了重要作用。它通过利用来自互补介质(切伦科夫和闪烁)的信号来捕捉强子阵列中电磁能量分数的波动,促进了许多突破性进展。多年来,大量研究揭示了这一模块的性能特征,使人们对它有了非常深入的了解。借鉴这些丰富的经验,我们已着手通过集成快速硅光电倍增管(SiPMs)来进一步增强探测器的能力,SiPMs具有更精细的横向分段能力($sim$1 cm$^2$),并能通过优于10厘米的定时测量来进行纵向分段。这种配置将使我们能够对强子阵列进行高粒度成像(HG-DREAM)。我们认为,当在能量重建中使用高级神经网络时,这种粒度探测器在短时间窗口(约5毫微秒)内提供的空间信息将大大提高能量分辨率。我们简要介绍了工作现状、探测器引入的新概念以及模拟预期。
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引用次数: 0
Analysis of critical points of the In-Vessel Retention safety evaluation 舱内滞留安全评估关键点分析
Pub Date : 2024-08-26 DOI: arxiv-2408.15290
Laure CaréniniIRSN/PSN-RES/SAM/LEPC, Florian FichotIRSN/PSN-RES/SAM/LEPC
In-Vessel Retention (IVR) strategy for nuclear reactors in case of a SevereAccident (SA) intends to stabilize and retain the corium in the vessel by usingthe vessel wall as a heat exchanger with an external water loop. This strategyrelies on simple actions to be passively taken as soon as SA signal is raised:vessel depressurization and reactor pit flooding. Then, the strategy issuccessful if the vessel keeps it integrity, which means that the heat fluxcoming from the corium pool does not exceed the cooling capacity of theExternal Reactor Vessel Cooling (ERVC) at each location along the vessel wall(no vessel melt-through) and the ablated vessel wall is mechanically resistant.The main uncertainties in this IVR safety evaluation are associated to thethermal load applied from the corium pool to the vessel wall and the resultingminimum vessel thickness after ablation. Indeed, the heat fluxes distributionalong the vessel wall is directly dependent on the corium stratification whichoccurs as aresult of thermochemical interactions in the pool: when liquid steelis mixed with UO2 and partially oxidized Zr coming from the degradation of thefuel and claddings, there is a phase separation between oxide and metal phasesdue to a gap of miscibility. The primordial impact of the corium behaviour inthe lower plenum of the reactor vessel on the IVR safety evaluation was clearlyhighlighted in the Phenomena Identification Ranking Table (PIRT) on IVRperformed in the frame of the European IVMR (In-Vessel Melt Retention) project(Fichot et al., 2019). As a result, the focus is made in this paper on thecritical points which impact the value of the minimum vessel thicknessorequivalently the maximum heat flux reached at the outer surface of the vesselwall. Efficiency of the ERVC and mechanical resistance of the vessel wall areconsequently not discussed here.The main objective is to identify the genericcritical situations leading to an excessive heat flux to the vessel wall andthe investigation of possible means to avoid them. In this perspective, thecalculations of IVR strategy done by the project partners for different reactordesigns and accident scenarios were used as a database to identify andunderstand the occurrence of critical configurations with excessive heat fluxto the vessel wall. The results of 25 sequences are used, which correspond to 9different reactor designs: a generic PWR 900MWe, a PWR 1100MWe with heavyreflector, a generic PWR 1300MWe, a generic Konvoi 1300MWe, a generic GermanBWR69, aNordic BWR, a BWR-5 Mark II, a VVER1000 and a VVER440/v213. Inaddition, different SA integral codes (ASTEC, ATHLET-CD, MAAP -combined withMAAP_EDF and PROCOR codes for simulation of lower plenum behavior-, MELCOR andRELAP/SCDAPSIM codes) are used.
严重事故(SA)情况下的核反应堆容器内滞留(IVR)战略旨在通过将容器壁作为热交换器与外部水环路来稳定和滞留容器内的冕。这一策略依赖于在 SA 信号发出后立即被动采取的简单行动:容器减压和反应堆地坑水淹没。如果容器能保持完整性,即来自冕水池的热通量不超过容器壁各处外部反应堆容器冷却器(ERVC)的冷却能力(容器不会熔穿),且消融后的容器壁具有机械抵抗力,那么该策略就是成功的。事实上,容器壁上的热通量分布直接取决于冕层的分层,而冕层的分层是冕池中热化学相互作用的结果:当液态钢与燃料和包壳降解产生的二氧化铀和部分氧化锆混合时,氧化物和金属相之间会因混溶间隙而发生相分离。在欧洲 IVMR(舱内熔融物滞留)项目框架下进行的 IVR 现象识别排序表(PIRT)(Fichot 等人,2019 年)中,明确强调了反应堆容器下部全腔中的冕状物行为对 IVR 安全评估的首要影响。因此,本文的重点是影响最小容器厚度值(相当于容器壁外表面达到的最大热通量)的关键点。主要目的是确定导致容器壁热流量过大的一般临界情况,并研究避免这些情况的可能方法。从这个角度出发,将项目合作伙伴针对不同反应堆设计和事故情况所做的 IVR 战略计算作为数据库,以识别和了解导致容器壁热通量过高的临界构型的发生情况。共使用了 25 个序列的结果,它们对应于 9 种不同的反应堆设计:900MWe 通用压水堆、带重反射器的 1100MWe 压水堆、1300MWe 通用压水堆、1300MWe 通用 Konvoi 反应堆、69 号德国 BWR 通用反应堆、北欧 BWR 反应堆、BWR-5 Mark II 反应堆、VVER1000 反应堆和 VVER440/v213 反应堆。此外,还使用了不同的 SA 积分代码(ASTEC、ATHLET-CD、MAAP(与 MAAP_EDF 和 PROCOR 代码结合使用,用于模拟下部全封闭行为)、MELCOR 和 RELAP/SCDAPSIM 代码)。
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引用次数: 0
Lowering threshold of NaI(Tl) scintillator to 0.7 keV in the COSINE-100 experiment 在 COSINE-100 试验中将 NaI(Tl)闪烁体的阈值降至 0.7 keV
Pub Date : 2024-08-26 DOI: arxiv-2408.14688
G. H. Yu, N. Carlin, J. Y. Cho, J. J. Choi, S. Choi, A. C. Ezeribe, L. E. França, C. Ha, I. S. Hahn, S. J. Hollick, E. J. Jeon, H. W. Joo, W. G. Kang, M. Kauer, B. H. Kim, H. J. Kim, J. Kim, K. W. Kim, S. H. Kim, S. K. Kim, W. K. Kim, Y. D. Kim, Y. H. Kim, Y. J. Ko, D. H. Lee, E. K. Lee, H. Lee, H. S. Lee, H. Y. Lee, I. S. Lee, J. Lee, J. Y. Lee, M. H. Lee, S. H. Lee, S. M. Lee, Y. J. Lee, D. S. Leonard, N. T. Luan, V. H. A. Machado, B. B. Manzato, R. H. Maruyama, R. J. Neal, S. L. Olsen, B. J. Park, H. K. Park, H. S. Park, J. C. Park, K. S. Park, S. D. Park, R. L. C. Pitta, H. Prihtiadi, S. J. Ra, C. Rott, K. A. Shin, D. F. F. S. Cavalcante, M. K. Son, N. J. C. Spooner, L. T. Truc, L. Yang
COSINE-100 is a direct dark matter search experiment, with the primary goalof testing the annual modulation signal observed by DAMA/LIBRA, using the sametarget material, NaI(Tl). In previous analyses, we achieved the same 1 keVenergy threshold used in the DAMA/LIBRA's analysis that reported an annualmodulation signal with 11.6$sigma$ significance. In this article, we report animproved analysis that lowered the threshold to 0.7 keV, thanks to theapplication of Multi-Layer Perception network and a new likelihood parameterwith waveforms in the frequency domain. The lower threshold would enable abetter comparison of COSINE-100 with new DAMA results with a 0.75 keV thresholdand account for differences in quenching factors. Furthermore the lowerthreshold can enhance COSINE-100's sensitivity to sub-GeV dark matter searches.
COSINE-100是一项直接暗物质搜索实验,其主要目的是利用相同的目标材料NaI(Tl)来检验DAMA/LIBRA观测到的年度调制信号。在之前的分析中,我们达到了与DAMA/LIBRA分析中相同的1keV能量阈值,该阈值报告了一个具有11.6美元/西格玛意义的年调制信号。在这篇文章中,我们报告了改进后的分析结果,由于应用了多层感知网络和一个新的带有频域波形的似然参数,阈值降低到了 0.7 keV。降低阈值可以更好地比较 COSINE-100 和 DAMA 的新结果(阈值为 0.75 keV),并考虑淬火因子的差异。此外,较低的阈值还可以提高COSINE-100对亚GeV暗物质搜索的灵敏度。
{"title":"Lowering threshold of NaI(Tl) scintillator to 0.7 keV in the COSINE-100 experiment","authors":"G. H. Yu, N. Carlin, J. Y. Cho, J. J. Choi, S. Choi, A. C. Ezeribe, L. E. França, C. Ha, I. S. Hahn, S. J. Hollick, E. J. Jeon, H. W. Joo, W. G. Kang, M. Kauer, B. H. Kim, H. J. Kim, J. Kim, K. W. Kim, S. H. Kim, S. K. Kim, W. K. Kim, Y. D. Kim, Y. H. Kim, Y. J. Ko, D. H. Lee, E. K. Lee, H. Lee, H. S. Lee, H. Y. Lee, I. S. Lee, J. Lee, J. Y. Lee, M. H. Lee, S. H. Lee, S. M. Lee, Y. J. Lee, D. S. Leonard, N. T. Luan, V. H. A. Machado, B. B. Manzato, R. H. Maruyama, R. J. Neal, S. L. Olsen, B. J. Park, H. K. Park, H. S. Park, J. C. Park, K. S. Park, S. D. Park, R. L. C. Pitta, H. Prihtiadi, S. J. Ra, C. Rott, K. A. Shin, D. F. F. S. Cavalcante, M. K. Son, N. J. C. Spooner, L. T. Truc, L. Yang","doi":"arxiv-2408.14688","DOIUrl":"https://doi.org/arxiv-2408.14688","url":null,"abstract":"COSINE-100 is a direct dark matter search experiment, with the primary goal\u0000of testing the annual modulation signal observed by DAMA/LIBRA, using the same\u0000target material, NaI(Tl). In previous analyses, we achieved the same 1 keV\u0000energy threshold used in the DAMA/LIBRA's analysis that reported an annual\u0000modulation signal with 11.6$sigma$ significance. In this article, we report an\u0000improved analysis that lowered the threshold to 0.7 keV, thanks to the\u0000application of Multi-Layer Perception network and a new likelihood parameter\u0000with waveforms in the frequency domain. The lower threshold would enable a\u0000better comparison of COSINE-100 with new DAMA results with a 0.75 keV threshold\u0000and account for differences in quenching factors. Furthermore the lower\u0000threshold can enhance COSINE-100's sensitivity to sub-GeV dark matter searches.","PeriodicalId":501374,"journal":{"name":"arXiv - PHYS - Instrumentation and Detectors","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142213814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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arXiv - PHYS - Instrumentation and Detectors
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