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Enhancement of coupling efficiency for laser diode to circular core single-mode dispersion managed fiber excitation via hyperbolic microlens by incorporating anti-reflection coating on the lens 在双曲微透镜上加入增透涂层以提高激光二极管到圆芯单模色散管理光纤激发的耦合效率
IF 0.9 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-08-12 DOI: 10.1007/s40042-025-01452-0
Bishnupriya Lahiri, Vijoy Kumar Baliyan, Bishuddhananda Das, Karuna Sindhu Malik

Utilizing an anti-reflection coating on the lens surface to enhance the coupling efficiency, we employ the ABCD matrix formalism to derive analytical expressions for the coupling efficiency (CE) between a laser diode (LD) and both single-mode circular core dispersion managed fiber, i.e., dispersion-shifted fiber (DSF) and single-mode dispersion-flattened fiber (DFF), facilitated by an anti-reflection coated hyperbolic microlens (ARCHL) at the fiber tip. This coating is pivotal for maximizing efficiency. Although no prior theoretical work has utilized an anti-reflection coating on the lens surface to enhance coupling efficiency, it is essential to acknowledge its potential importance. By reducing reflections at the lens surface, such a coating can minimize loss and increase the overall efficiency of the coupling process. We assume that the distribution for both the source and the fiber follows a Gaussian field characterized by a single parameter, and ensuring maximum CE necessitates matching the transmitted spot size of the lens with that of the fiber. To address the non-Gaussian nature of the fiber’s field, we utilize the Petermann II spot size, enhancing the realism of our estimations. Investigations span two wavelengths, 1.3 μm and 1.5 μm. Here, we show the effects of anti-reflection coating on coupling optics by comparing the coupling efficiencies for the two cases with and without using the anti-reflection coating on the lens surface. Our straightforward method accurately predicts coupling optics performance with minimal computational effort. This simple, yet precise technique stands to greatly benefit system designers in the optical technology field.

利用透镜表面的增透涂层来提高耦合效率,我们采用ABCD矩阵形式推导了激光二极管(LD)与单模圆芯色散管理光纤(即色散移位光纤(DSF)和单模色散平坦光纤(DFF)之间的耦合效率(CE)的解析表达式,并在光纤尖端采用了增透涂层双曲微透镜(ARCHL)。这种涂层对于最大限度地提高效率至关重要。虽然没有先前的理论工作利用增透涂层在透镜表面来提高耦合效率,但必须承认其潜在的重要性。通过减少透镜表面的反射,这种涂层可以最大限度地减少损耗,提高耦合过程的整体效率。我们假设光源和光纤的分布都遵循一个以单一参数为特征的高斯场,并且确保最大CE需要使透镜的透射光斑尺寸与光纤的透射光斑尺寸相匹配。为了解决光纤场的非高斯性质,我们利用彼得曼II光斑尺寸,增强了我们估计的真实感。研究跨越了1.3 μm和1.5 μm两个波长。在这里,我们通过比较在透镜表面使用增透涂层和不使用增透涂层两种情况下的耦合效率来展示增透涂层对耦合光学的影响。我们的简单方法以最小的计算量准确地预测耦合光学性能。这种简单而精确的技术使光学技术领域的系统设计人员受益匪浅。
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引用次数: 0
Characterization of scintillator performance for synchrotron-based radiography 同步辐射成像中闪烁体性能的表征
IF 0.9 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-08-08 DOI: 10.1007/s40042-025-01453-z
Jaehong Hwang, Seob-Gu Kim, Jae-Hong Lim, Junwoo Kim

Beamline 6C Bio Medical Imaging at the Pohang Light Source-II is a station for synchrotron X-ray radiograph and micro-computed tomography. The beam emitted from a multipole wiggler is trimmed, attenuated, and made monochromatic before illuminating an object. The projection image is recorded using a detection scheme that converts the X-ray image into a visible light image, which is then magnified and captured by an optical microscope. For image conversion, a single-crystal (garnet) scintillation screen is used. Here, we assess the image quality in terms of noise characteristics and spatial resolutions. Two types of scintillation screens (LuAG:Ce and GAGG:Ce) with two different thicknesses (50 μm and 100 μm) are compared. Although GAGG:Ce featured a better signal-to-noise ratio thanks to its two times higher light yield, contrast-transfer function (CTF) analysis in the spatial frequency domain suggests that the spatial resolutions of each scintillator were more or less identical. A scientific CMOS (complementary metal-oxide semiconductor) camera at the beamline was seen to accumulate electronic noise for longer exposures. In addition, because each scintillator has similar resolution characteristics according to CTF results, the resolution according to the various sample-to-detector distances (i.e., SDD or magnification or ({R}_{2})) in a particular LuAG:Ce scintillator was measured, and the optimal ({R}_{2}) was observed to be 50 mm.

浦项光源- ii的光束线6C生物医学成像是同步加速器x射线摄影和微型计算机断层摄影的工作站。多极摇摆器发出的光束在照亮物体之前被修剪、衰减并变成单色。投影图像是用一种检测方案记录的,该方案将x射线图像转换为可见光图像,然后由光学显微镜放大和捕获。对于图像转换,使用单晶(石榴石)闪烁屏。在这里,我们根据噪声特性和空间分辨率来评估图像质量。对比了两种不同厚度(50 μm和100 μm)的闪烁屏(LuAG:Ce和GAGG:Ce)。虽然GAGG:Ce具有更好的信噪比,这得益于其两倍高的光产率,但空间频域的对比传递函数(CTF)分析表明,每个闪烁体的空间分辨率或多或少相同。一个科学的CMOS(互补金属氧化物半导体)相机在光束线被看到积累电子噪声较长曝光。此外,由于每个闪烁体根据CTF结果具有相似的分辨率特性,因此根据特定LuAG:Ce闪烁体的不同样品到探测器的距离(即SDD或放大倍数或({R}_{2}))测量分辨率,观察到最佳({R}_{2})为50 mm。
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引用次数: 0
Temperature-dependent optical properties of van der Waals antiferromagnet NiGa2S4 范德华反铁磁体NiGa2S4的温度相关光学性质
IF 0.9 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-08-06 DOI: 10.1007/s40042-025-01444-0
Jonghyeon Kim, Junghyun Kim, Je-Geun Park, Jae Hoon Kim

Optical spectroscopy is a non-destructive and non-contact method used to explore the physical properties of solids over a wide range of energy, and it is particularly suitable for studying two-dimensional van der Waals magnetic materials due to its ability to probe magnetic order and electronic transitions simultaneously. We have investigated the optical properties of the layered antiferromagnet NiGa2S4 over a wide range of frequencies from the near-infrared region to the visible region, obtaining valuable insights into the electronic structure of NiGa2S4. NiGa2S4 is an insulator with a triangular antiferromagnetic spin configuration (S = 1) and is known as a spin-nematic material. We identified a (d-d) transition and an absorption edge in the near-infrared and visible regions and studied their temperature dependence. In particular, we observed that the temperature dependence of the (d-d) transition exhibits a distinct change in its trend at the spin-nematic phase transition temperature. These findings suggest key insights into the electronic transitions and magnetic properties of NiGa2S4. Our optical spectroscopic investigation of NiGa2S4 enhances our understanding of its complex electronic structure, contributing to the broader field of condensed matter physics and materials science.

光谱学是一种非破坏性和非接触式的方法,用于探索固体在大能量范围内的物理性质,由于它能够同时探测磁序和电子跃迁,因此特别适合研究二维范德华磁性材料。我们研究了层状反铁磁体NiGa2S4在近红外到可见光范围内的光学性质,获得了对NiGa2S4电子结构的有价值的见解。NiGa2S4是一种具有三角形反铁磁自旋构型(S = 1)的绝缘体,被称为自旋向列材料。我们在近红外和可见光区发现了(d-d)跃迁和吸收边,并研究了它们的温度依赖性。特别地,我们观察到(d-d)相变的温度依赖性在自旋向列相相变温度下表现出明显的变化趋势。这些发现为NiGa2S4的电子跃迁和磁性提供了重要的见解。我们对NiGa2S4的光谱学研究增强了我们对其复杂电子结构的理解,为凝聚态物理和材料科学的更广泛领域做出了贡献。
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引用次数: 0
Erratum: Electron–phonon interactions in GaAs droplet quantum dots characterized by temperature-dependent optical transitions 勘误:GaAs液滴量子点中的电子-声子相互作用以温度依赖的光学跃迁为特征
IF 0.9 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-08-06 DOI: 10.1007/s40042-025-01451-1
Sein Park, Yongmin Kim, J. D. Song
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引用次数: 0
Asymmetrical cavity design that bypasses mode mixings in axion haloscope experiments 轴子光晕实验中不对称腔体设计绕过模式混合
IF 0.9 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-08-01 DOI: 10.1007/s40042-025-01445-z
Byeong Rok Ko, Andrew K. Yi

Microwave cavities used in axion haloscope experiments typically employ a tuning rod as a means to widen the range of resonance frequencies at which it is sensitive to axion-to-photon conversion. A realistic tuning mechanism requires a gap between the cavity end caps and the tuning rod to ensure movement, and causes some modes to hybridize with the resonant mode that is being tracked for the experiment. These so-called mode mixings lead to gaps in the frequency range that practically lose sensitivity to axions. To solve this problem, we present a cavity design which, for two tuning rod configurations corresponding to a lower and higher frequency range, have a dielectric rod inserted at a specific location that makes the cavity asymmetrical. Moving the tuning rod closer to the dielectric insert changes the location and frequency of the mode mixing compared to when it is farther away from it. This design is easily realizable in practical experiments and makes possible an axion dark matter search with minimal loss in sensitivity due to mode mixings. We also show that the same design has the same desired effect when cavity dimensions are scaled down to be smaller and are at higher resonance frequencies.

用于轴子光晕实验的微波腔通常采用调谐棒作为扩大共振频率范围的手段,在共振频率范围内,它对轴子到光子的转换敏感。一个现实的调谐机构需要腔端盖和调谐杆之间的间隙来保证运动,并使一些模式与实验所跟踪的谐振模式杂交。这些所谓的模态混合导致频率范围内的间隙,实际上失去了对轴子的灵敏度。为了解决这个问题,我们提出了一种腔体设计,对于对应于较低和较高频率范围的两种调谐杆配置,在特定位置插入一个介电杆,使腔体不对称。与远离介质插入时相比,将调谐杆移近介质插入时将改变模态混合的位置和频率。这种设计很容易在实际实验中实现,并且可以在最小的灵敏度损失下进行轴子暗物质搜索。我们还表明,当腔尺寸缩小到更小和更高的共振频率时,相同的设计具有相同的预期效果。
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引用次数: 0
Characterization of a dual function of new liquid scintillator using acetone mixed with a contrast agent 用丙酮与造影剂混合表征新型液体闪烁体的双重功能
IF 0.9 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-08-01 DOI: 10.1007/s40042-025-01449-9
Eun Min Kim, Ji Young Choi, Kyung Kwang Joo, Byoung Chan Kim, Sang Yong Kim

Liquid scintillators are widely used in nuclear, particle, and medical physics, as well as in other radiation-related applications. Traditional liquid scintillators typically consist of organic solvents and fluors. In this study, a new acetone-based liquid scintillator was synthesized by dissolving 2,5-diphenyloxazole (fluor) in acetone, replacing conventional oil-based solvents. A new acetone-based scintillation solution mixed with a contrast agent was prepared to enhance X-ray attenuation properties. The performance of this new formulation was evaluated by measuring Hounsfield unit values using computed tomography. Specifically, Hounsfield unit values for several scintillator samples were obtained from computed tomography images and compared with those of traditional scintillator solutions. Our new liquid scintillation formulation with a contrast agent concentration of 50% or higher achieves Hounsfield unit values exceeding 2500. This formulation enables the detection of radiation exposure via its fluorescent properties, enhancing radiation safety monitoring, while also providing a liquid shielding effect. To date, no prior research or results have reported on this specific combination of acetone, fluor, and contrast agent. These findings suggest that new acetone-based scintillation solution mixed with a contrast agent has potential applications in dosimetry, radiation shielding, and imaging analysis.

液体闪烁体广泛应用于核物理、粒子物理和医学物理,以及其他与辐射有关的应用。传统的液体闪烁体通常由有机溶剂和氟组成。本研究通过在丙酮中溶解2,5-二苯氧恶唑(氟)合成了一种新的丙酮基液体闪烁体,取代了传统的油基溶剂。制备了一种混合了造影剂的新型丙酮基闪烁液,以增强x射线衰减性能。通过使用计算机断层扫描测量Hounsfield单位值来评估这种新配方的性能。具体来说,从计算机断层扫描图像中获得了几个闪烁体样本的Hounsfield单位值,并与传统闪烁体溶液的值进行了比较。我们的新型液体闪烁配方,造影剂浓度为50%或更高,可实现超过2500的霍斯菲尔德单位值。这种配方能够通过其荧光特性检测辐射暴露,加强辐射安全监测,同时还提供液体屏蔽效果。迄今为止,尚无关于丙酮、氟和造影剂这一特定组合的研究或结果报告。这些发现表明,新的丙酮基闪烁溶液与造影剂混合在剂量学、辐射屏蔽和成像分析方面具有潜在的应用前景。
{"title":"Characterization of a dual function of new liquid scintillator using acetone mixed with a contrast agent","authors":"Eun Min Kim,&nbsp;Ji Young Choi,&nbsp;Kyung Kwang Joo,&nbsp;Byoung Chan Kim,&nbsp;Sang Yong Kim","doi":"10.1007/s40042-025-01449-9","DOIUrl":"10.1007/s40042-025-01449-9","url":null,"abstract":"<div><p>Liquid scintillators are widely used in nuclear, particle, and medical physics, as well as in other radiation-related applications. Traditional liquid scintillators typically consist of organic solvents and fluors. In this study, a new acetone-based liquid scintillator was synthesized by dissolving 2,5-diphenyloxazole (fluor) in acetone, replacing conventional oil-based solvents. A new acetone-based scintillation solution mixed with a contrast agent was prepared to enhance X-ray attenuation properties. The performance of this new formulation was evaluated by measuring Hounsfield unit values using computed tomography. Specifically, Hounsfield unit values for several scintillator samples were obtained from computed tomography images and compared with those of traditional scintillator solutions. Our new liquid scintillation formulation with a contrast agent concentration of 50% or higher achieves Hounsfield unit values exceeding 2500. This formulation enables the detection of radiation exposure via its fluorescent properties, enhancing radiation safety monitoring, while also providing a liquid shielding effect. To date, no prior research or results have reported on this specific combination of acetone, fluor, and contrast agent. These findings suggest that new acetone-based scintillation solution mixed with a contrast agent has potential applications in dosimetry, radiation shielding, and imaging analysis.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 8","pages":"946 - 954"},"PeriodicalIF":0.9,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145315871","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
Relativistic effect on the dust-acoustic KdV multi-soliton and forced KdV-soliton structure in anisotropic self-gravitating dusty plasma 各向异性自引力尘埃等离子体中尘声KdV多孤子和强制KdV孤子结构的相对论效应
IF 0.9 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-08-01 DOI: 10.1007/s40042-025-01447-x
Muhammad Shahnewaz Bhuyan, Umma Imon, Mohammad Shah Alam

The relativistic effect on the fundamental properties of the dust-acoustic waves (DAWs) is investigated in a collisionless, unmagnetized, anisotropic, self-gravitating, dusty plasma containing electron-depleted nonextensive ions and inertially warmed, positively and negatively charged dust grains. For this purpose, a Korteweg–de Vries (KdV) as well as a forced KdV (FKdV) equation are derived employing the well-known reductive perturbation method. The structures of single-, double-, and triple-solitons are studied due to the impact of concerned parameters. The effects of external periodic force and angular frequency on the structure of KdV-soliton are also examined. The phase velocity of the DAWs decreases with the rising values of the entropy index and the relativistic streaming factor, whereas it increases with the growing values of the mass ratio of the negative to positive dust grains and the gravitational parameter. The amplitude of the DAWs decreases with the increasing effects of the entropic index and the dust pressure. When the entropic index and gravitational parameter values are small, the amplitude decreases by a significant amount. The impacts of the relevant factors on the structure of the hump-shaped compressive and dip-shaped rarefactive single-, double-, and triple-KdV-solitons, as well as FKdV-solitons, are significant. The entropic index is crucial to the structure of the KdV- and FKdV-solitons.

研究了在无碰撞、非磁化、各向异性、自引力、含贫电子非扩展离子和惯性加热、带正电荷和负电荷尘埃颗粒的尘埃等离子体中尘埃声波基本性质的相对论效应。为此,采用著名的约化微扰法推导了Korteweg-de Vries (KdV)方程和强制KdV (FKdV)方程。由于相关参数的影响,研究了单孤子、双孤子和三孤子的结构。研究了外周期性力和角频率对kdv孤子结构的影响。相速度随熵指数和相对论流因子的增大而减小,随负、正尘埃质量比和重力参数的增大而增大。随着熵指数的增大和粉尘压力的增大,daw的幅值逐渐减小。当熵指数和引力参数值较小时,振幅明显减小。相关因素对驼峰型压缩孤子和倾角型屈光单、双、三kdv孤子以及fkdv孤子的结构影响显著。熵指数对KdV-孤子和fkdv -孤子的结构至关重要。
{"title":"Relativistic effect on the dust-acoustic KdV multi-soliton and forced KdV-soliton structure in anisotropic self-gravitating dusty plasma","authors":"Muhammad Shahnewaz Bhuyan,&nbsp;Umma Imon,&nbsp;Mohammad Shah Alam","doi":"10.1007/s40042-025-01447-x","DOIUrl":"10.1007/s40042-025-01447-x","url":null,"abstract":"<div><p>The relativistic effect on the fundamental properties of the dust-acoustic waves (DAWs) is investigated in a collisionless, unmagnetized, anisotropic, self-gravitating, dusty plasma containing electron-depleted nonextensive ions and inertially warmed, positively and negatively charged dust grains. For this purpose, a Korteweg–de Vries (KdV) as well as a forced KdV (FKdV) equation are derived employing the well-known reductive perturbation method. The structures of single-, double-, and triple-solitons are studied due to the impact of concerned parameters. The effects of external periodic force and angular frequency on the structure of KdV-soliton are also examined. The phase velocity of the DAWs decreases with the rising values of the entropy index and the relativistic streaming factor, whereas it increases with the growing values of the mass ratio of the negative to positive dust grains and the gravitational parameter. The amplitude of the DAWs decreases with the increasing effects of the entropic index and the dust pressure. When the entropic index and gravitational parameter values are small, the amplitude decreases by a significant amount. The impacts of the relevant factors on the structure of the hump-shaped compressive and dip-shaped rarefactive single-, double-, and triple-KdV-solitons, as well as FKdV-solitons, are significant. The entropic index is crucial to the structure of the KdV- and FKdV-solitons.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 8","pages":"984 - 1001"},"PeriodicalIF":0.9,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145315868","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
Radiation shielding aspects and Monte Carlo analysis of the 4th generation storage ring in Korea 韩国第四代储能环的辐射屏蔽及蒙特卡罗分析
IF 0.9 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-08-01 DOI: 10.1007/s40042-025-01390-x
Mahdi Bakhtiari, Nam-Suk Jung, Hee-Seock Lee

The  4th generation storage ring (4GSR) facility is under construction in Korea. The facility includes a 200-MeV Linac, a booster ring operating from 200 MeV to 4 GeV, and a storage ring. Storage ring circumference is 799.297 m, stored electron energy and current are 4 GeV and 400 mA, respectively. Both storage ring and booster ring are located in the same tunnel. Shielding assessment was performed using the FLUKA 4(-)4.0 Monte Carlo code to determine the required thickness and shielding structure of the Linac and storage ring tunnels. Various beam loss scenarios under normal and abnormal operations were considered for the shielding analysis. The injection efficiency from booster ring into storage ring was assumed as 90%. For the shielding calculations, it was assumed that 4 mA beam current is injected into the storage ring every 2 min. The electron beam injection from Linac to booster ring, beam extraction from booster ring, and injection from booster ring to storage ring are all located near each other. Thus, the shielding calculations were categorized for the injection area and non-injection area so that for each area different tunnel wall thicknesses were considered. The shielding criteria were based on the Nuclear Safety Act in Korea and the As Low As Reasonably Achievable (ALARA) principle. These simulations will provide an overall radiological framework for shielding the 4GSR in Korea based on the present design conditions.

国内正在建设第4代存储环(4GSR)设施。该设施包括一个200-MeV直线加速器,一个从200 MeV到4 GeV的增压环和一个存储环。存储环周长为799.297 m,存储电子能量为4 GeV,存储电流为400 mA。存储环和升压环位于同一隧道内。利用FLUKA 4 (-) 4.0蒙特卡罗程序进行屏蔽评估,确定直线ac和存储环隧道所需的厚度和屏蔽结构。考虑了正常和异常操作下的各种波束损耗情况,进行了屏蔽分析。假设从增压环到储存环的喷射效率为90%. For the shielding calculations, it was assumed that 4 mA beam current is injected into the storage ring every 2 min. The electron beam injection from Linac to booster ring, beam extraction from booster ring, and injection from booster ring to storage ring are all located near each other. Thus, the shielding calculations were categorized for the injection area and non-injection area so that for each area different tunnel wall thicknesses were considered. The shielding criteria were based on the Nuclear Safety Act in Korea and the As Low As Reasonably Achievable (ALARA) principle. These simulations will provide an overall radiological framework for shielding the 4GSR in Korea based on the present design conditions.
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引用次数: 0
Optimizing sterile neutrino searches: impact of position resolution in short-baseline reactor experiments 优化无菌中微子搜索:短基线反应堆实验中位置分辨率的影响
IF 0.9 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-08-01 DOI: 10.1007/s40042-025-01448-w
Young Ju Ko

The impact of position resolution on the sensitivity of short-baseline reactor neutrino experiments searching for light sterile neutrinos is investigated. Detailed simulations are conducted to evaluate two detector configurations: a segmented detector and an opaque liquid scintillator (OLS) detector, each positioned at two candidate research reactor sites, HANARO and Kijang. For both detector types, pseudo-data are generated under realistic assumptions regarding neutrino flux, detector response, and background levels. Oscillation analyses are performed to estimate detector sensitivity, incorporating both statistical and systematic uncertainties. The results indicate that the OLS detector, owing to its superior position resolution, achieves leading sensitivity across a wide range of oscillation parameters, even under conservative experimental conditions. These findings underscore the potential of OLS technology as a highly effective approach for future sterile neutrino searches.

研究了位置分辨率对短基线反应堆中微子实验寻找轻惰性中微子灵敏度的影响。进行了详细的模拟,以评估两种探测器配置:一个分段探测器和一个不透明液体闪烁体(OLS)探测器,分别位于两个候选研究反应堆地点,HANARO和Kijang。对于这两种类型的探测器,伪数据是在有关中微子通量、探测器响应和背景水平的现实假设下生成的。进行振荡分析来估计探测器的灵敏度,同时考虑了统计和系统的不确定性。结果表明,OLS探测器由于其优越的位置分辨率,即使在保守的实验条件下,也能在很宽的振荡参数范围内实现领先的灵敏度。这些发现强调了OLS技术作为未来无菌中微子搜索的一种高效方法的潜力。
{"title":"Optimizing sterile neutrino searches: impact of position resolution in short-baseline reactor experiments","authors":"Young Ju Ko","doi":"10.1007/s40042-025-01448-w","DOIUrl":"10.1007/s40042-025-01448-w","url":null,"abstract":"<div><p>The impact of position resolution on the sensitivity of short-baseline reactor neutrino experiments searching for light sterile neutrinos is investigated. Detailed simulations are conducted to evaluate two detector configurations: a segmented detector and an opaque liquid scintillator (OLS) detector, each positioned at two candidate research reactor sites, HANARO and Kijang. For both detector types, pseudo-data are generated under realistic assumptions regarding neutrino flux, detector response, and background levels. Oscillation analyses are performed to estimate detector sensitivity, incorporating both statistical and systematic uncertainties. The results indicate that the OLS detector, owing to its superior position resolution, achieves leading sensitivity across a wide range of oscillation parameters, even under conservative experimental conditions. These findings underscore the potential of OLS technology as a highly effective approach for future sterile neutrino searches.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 8","pages":"955 - 961"},"PeriodicalIF":0.9,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145315869","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
Hemodynamic prediction in a simplified 3D sidewall saccular aneurysm model using physics-informed neural networks 利用物理信息神经网络在简化的3D侧壁囊状动脉瘤模型中进行血流动力学预测
IF 0.9 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-07-29 DOI: 10.1007/s40042-025-01431-5
Kwang Hyeon Kim, Hae-Won Koo

Intracranial aneurysms (IAs) pose a significant risk of rupture, necessitating accurate hemodynamic assessment for effective clinical decision-making. This study explores the feasibility of using physics-informed neural networks (PINNs) to predict blood flow velocity, pressure distribution, and wall shear stress (WSS) in a simplified 3D sidewall saccular aneurysm model, without relying on conventional computational fluid dynamics (CFD) simulations. A PINN was developed to approximate velocity and pressure fields by enforcing the Navier–Stokes equations for steady-state conditions and boundary conditions within a computational domain. The model was trained using a collocation-based approach with 20,000 domain points and 2000 boundary points. A fully connected neural network with nine hidden layers was implemented, and training was conducted using the Adam optimizer with a learning rate of 0.001. Velocity, flow vectors, pressure, and WSS were predicted from both 3D geometry and 2D profile. Results demonstrated that the PINN model effectively captured physiologically relevant hemodynamic patterns, including velocity reduction within the aneurysm sac and elevated WSS at the aneurysm neck. Performance metrics showed an MSE of 5.57 for velocity and 3.32 for pressure, with an R-squared value of 0.66 and 0.60, respectively. This study presents an initial demonstration of PINNs as a CFD-free modeling framework for hemodynamic analysis in idealized aneurysm geometries. While not benchmarked against CFD, the results underscore the potential of PINNs for future patient-specific, image-based modeling pipelines, offering a physics-informed approach for cerebrovascular risk assessment and treatment planning.

颅内动脉瘤(IAs)具有明显的破裂风险,需要准确的血流动力学评估以进行有效的临床决策。本研究探索了在简化的3D侧壁囊状动脉瘤模型中,使用物理信息神经网络(pinn)预测血流速度、压力分布和壁面剪切应力(WSS)的可行性,而无需依赖传统的计算流体动力学(CFD)模拟。通过在计算域内对稳态条件和边界条件执行Navier-Stokes方程,建立了近似速度场和压力场的PINN。该模型使用基于搭配的方法进行训练,其中包含20000个域点和2000个边界点。实现了具有9个隐藏层的全连接神经网络,并使用学习率为0.001的Adam优化器进行训练。速度、流量矢量、压力和WSS均可通过三维几何和二维剖面进行预测。结果表明,PINN模型有效地捕获了生理学上相关的血流动力学模式,包括动脉瘤囊内速度降低和动脉瘤颈部WSS升高。性能指标显示,速度和压力的MSE分别为5.57和3.32,r平方值分别为0.66和0.60。本研究初步展示了pinn作为一种无cfd建模框架,用于理想化动脉瘤几何形状的血流动力学分析。虽然没有以CFD为基准,但结果强调了pinn在未来针对特定患者的基于图像的建模管道中的潜力,为脑血管风险评估和治疗计划提供了一种物理知情的方法。
{"title":"Hemodynamic prediction in a simplified 3D sidewall saccular aneurysm model using physics-informed neural networks","authors":"Kwang Hyeon Kim,&nbsp;Hae-Won Koo","doi":"10.1007/s40042-025-01431-5","DOIUrl":"10.1007/s40042-025-01431-5","url":null,"abstract":"<div><p>Intracranial aneurysms (IAs) pose a significant risk of rupture, necessitating accurate hemodynamic assessment for effective clinical decision-making. This study explores the feasibility of using physics-informed neural networks (PINNs) to predict blood flow velocity, pressure distribution, and wall shear stress (WSS) in a simplified 3D sidewall saccular aneurysm model, without relying on conventional computational fluid dynamics (CFD) simulations. A PINN was developed to approximate velocity and pressure fields by enforcing the Navier–Stokes equations for steady-state conditions and boundary conditions within a computational domain. The model was trained using a collocation-based approach with 20,000 domain points and 2000 boundary points. A fully connected neural network with nine hidden layers was implemented, and training was conducted using the Adam optimizer with a learning rate of 0.001. Velocity, flow vectors, pressure, and WSS were predicted from both 3D geometry and 2D profile. Results demonstrated that the PINN model effectively captured physiologically relevant hemodynamic patterns, including velocity reduction within the aneurysm sac and elevated WSS at the aneurysm neck. Performance metrics showed an MSE of 5.57 for velocity and 3.32 for pressure, with an R-squared value of 0.66 and 0.60, respectively. This study presents an initial demonstration of PINNs as a CFD-free modeling framework for hemodynamic analysis in idealized aneurysm geometries. While not benchmarked against CFD, the results underscore the potential of PINNs for future patient-specific, image-based modeling pipelines, offering a physics-informed approach for cerebrovascular risk assessment and treatment planning.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 8","pages":"1024 - 1034"},"PeriodicalIF":0.9,"publicationDate":"2025-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145316493","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
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Journal of the Korean Physical Society
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