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Linear theory of Rayleigh–Bénard magnetoconvection in presence of both gravity and temperature modulations 重力和温度调制下的瑞利-巴格纳德磁对流的线性理论
IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-12-08 DOI: 10.1140/epjp/s13360-025-07112-3
Hiya Mondal, Alaka Das

The combined effect of gravity modulation and temperature modulation in Rayleigh–Bénard convection with stress-free boundaries in the presence of a magnetic field in the vertical direction is investigated numerically. Gravity modulation is incorporated by placing a horizontal layer of fluid on a sinusoidally vibrating plate, while temperature modulation is added by assuming that the temperature gradient has a periodic component along with the steady part. The Floquet method is adopted to analyse the problem. When the temperature of the fluid layer surpasses a critical value, oscillatory convection starts. The excited wave at the onset of convection may oscillate synchronously or with half of the forcing frequency. The value of Rayleigh number ((textrm{Ra}_o)) on the threshold of convection is investigated varying various modulation parameters and fluid parameters. The (textrm{Ra}_o) increases with the increase in strength of magnetic field, whereas this value decreases with an increase in any one or both the modulation amplitudes. The union of two modulations leads to two types of bi-critical points, viz. SH and SS. The SH bi-critical point corresponds to the coexistence of a harmonic wave and a subharmonic wave at convection onset, while SS refers to the coexistence of two subharmonic waves with distinct wavenumbers. The second type of bi-critical point is new in a modulated system. Finally, the results of temperature modulation and gravity modulation are discussed separately as a particular case of the original system.

本文用数值方法研究了在垂直方向磁场作用下无应力边界瑞利-巴姆纳德对流中重力调制和温度调制的联合效应。重力调制是通过在正弦振动板上放置一层水平流体来实现的,而温度调制是通过假设温度梯度与稳定部分一起具有周期性分量来实现的。采用Floquet方法对该问题进行了分析。当流体层温度超过临界值时,振荡对流开始。在对流开始时,激发波可以同步振荡或以强迫频率的一半振荡。研究了不同调制参数和流体参数下对流阈值的瑞利数((textrm{Ra}_o))。(textrm{Ra}_o)随磁场强度的增大而增大,而随调制幅值的增大而减小。两种调制的结合产生了两种双临界点,即SH和SS。SH双临界点对应于对流开始时谐波和次谐波的共存,SS则对应于两个不同波数的次谐波的共存。第二类双临界点是调制系统中出现的新现象。最后,以原系统为例,分别讨论了温度调制和重力调制的结果。
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引用次数: 0
Dynamic image encryption via hybrid chaotic map and particle swarm optimization 基于混合混沌映射和粒子群优化的动态图像加密
IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-12-07 DOI: 10.1140/epjp/s13360-025-07128-9
Sanjay Kumar, Deepmala Sharma

The proliferation of digital imagery across diverse sectors necessitates robust security measures to protect sensitive image data during transmission and storage. This study presents an advanced method for image encryption employing a fusion of chaotic mapping, specifically integrating a novel hybrid chaotic map derived from the logistic map and cosine map. The motivation behind this approach lies in harnessing the inherent complexities of chaotic systems to fortify image encryption against potential threats. The encryption process begins with the scrambling of the image using this newly introduced chaotic map, followed by encryption through a simplified encryption algorithm. Notably, the encryption algorithm is further fortified through the incorporation of particle swarm optimization (PSO). The synergistic utilization of chaotic mapping and PSO enhances the security and robustness of the encryption process, ensuring heightened resistance against potential attacks. This innovative approach demonstrates promising outcomes in safeguarding image data in digital communication systems against unauthorized access and security breaches.

数字图像在不同领域的扩散需要强大的安全措施来保护传输和存储过程中的敏感图像数据。本文提出了一种采用混沌映射融合的图像加密方法,特别是将逻辑映射和余弦映射融合成一种新的混合混沌映射。这种方法背后的动机在于利用混沌系统固有的复杂性来加强对潜在威胁的图像加密。加密过程首先使用新引入的混沌映射对图像进行置乱,然后通过简化的加密算法进行加密。值得注意的是,通过引入粒子群优化(PSO),进一步加强了加密算法。混沌映射和粒子群算法的协同利用提高了加密过程的安全性和鲁棒性,确保了对潜在攻击的更高抵抗力。这种创新的方法在保护数字通信系统中的图像数据免受未经授权的访问和安全漏洞方面显示了有希望的结果。
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引用次数: 0
Influence of Allee effect and cooperative hunting on the dynamics of a modified Hastings–Powell model in deterministic, discrete, and stochastic environments Allee效应和合作狩猎对确定性、离散和随机环境下修正Hastings-Powell模型动力学的影响
IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-12-07 DOI: 10.1140/epjp/s13360-025-07123-0
Nazmul Sk, Bapin Mondal, Mohamed Ch-Chaoui, Ranjit Kumar Upadhyay, Sayan Mandal, Pankaj Kumar Tiwari

In this study, we explore a modified Hastings–Powell food chain model that incorporates the Allee effect in prey growth and hunting cooperation among middle predators. We analyze the system’s equilibria along with stability, revealing that species persistence and extinction depend critically on the parameters. The continuous system exhibits rich dynamical behaviors, including Hopf as well as saddle-node bifurcations, chaotic dynamics, and bistability. Our findings indicate that lower prey growth rates or Allee thresholds lead to population extinction, while their moderate values yield initially stable coexistence followed by chaotic fluctuations. At higher values, populations ultimately collapse. Similarly, increased hunting cooperation destabilizes the system, causing transitions from stable coexistence to irregular oscillations and extinction. We further examine the discrete-time version of the model, uncovering additional complex dynamics not observed in the continuous system. Our analysis reveals a period-doubling route to chaos, highlighting the system’s sensitivity to parameter variations and initial conditions. To manage these chaotic dynamics, we employ hybrid control methods that effectively suppress bifurcations and stabilize the system under specific conditions. Moreover, we investigate the impacts of environmental noise, demonstrating their critical role in species persistence and extinction. We observe that lower noise intensities permit stable coexistence, while slight increments destabilize the system, leading to species extinction. These results emphasize the fragility of ecological systems under stochastic fluctuations. Overall, our finding underscores the interplay of deterministic and stochastic factors in shaping ecological dynamics and provides valuable strategies for managing complex ecosystems.

在本研究中,我们探索了一个修正的Hastings-Powell食物链模型,该模型将Allee效应纳入了猎物生长和中等捕食者之间的狩猎合作中。我们分析了系统的平衡和稳定性,揭示了物种的持续和灭绝主要取决于这些参数。连续系统表现出丰富的动力学行为,包括Hopf和鞍节点分岔、混沌动力学和双稳定性。研究结果表明,较低的猎物生长率或Allee阈值会导致种群灭绝,而它们的中等值会导致种群最初的稳定共存,然后出现混沌波动。在更高的数值下,种群最终会崩溃。同样,狩猎合作的增加也会破坏系统的稳定,导致从稳定共存到不规则振荡和灭绝的转变。我们进一步研究了模型的离散时间版本,揭示了在连续系统中未观察到的额外复杂动力学。我们的分析揭示了一条周期加倍的混沌路径,突出了系统对参数变化和初始条件的敏感性。为了控制这些混沌动力学,我们采用混合控制方法来有效地抑制分岔并在特定条件下稳定系统。此外,我们还研究了环境噪声的影响,证明了它们在物种持续和灭绝中的关键作用。我们观察到,较低的噪声强度允许稳定共存,而轻微的增量使系统不稳定,导致物种灭绝。这些结果强调了生态系统在随机波动下的脆弱性。总的来说,我们的发现强调了形成生态动力学的确定性和随机因素的相互作用,并为管理复杂的生态系统提供了有价值的策略。
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引用次数: 0
Monte Carlo embryo absorbed dose in caregivers assisting pediatric patients undergoing 18F-FDG PET torso examination 蒙特卡罗胚胎吸收剂量的护理人员协助儿科患者接受18F-FDG PET躯干检查
IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-12-07 DOI: 10.1140/epjp/s13360-025-07087-1
Andrea Apollonio, Davide Ciucci, Gian Marco Contessa, Salvatore Donatiello, Claudia Polito, Claudio Altini, Maria Carmen Garganese, Milena Pizzoferro, Saadi Sollaku, Maria Felicia Villani, Vittorio Cannatà

This study estimates the mean absorbed dose to the embryo of a pregnant caregiver assisting a child during an 18F-FDG PET torso examination. Using the FLUKA Monte Carlo (MC) simulations, various clinical scenarios were modeled taking into account different ages of pediatric patients, caregiver’s positions and exposure scenarios. The accuracy and reliability of the simulation framework were validated by comparing its results with ICRP (Ann ICRP 38:7–96, 2008) and AAPM (Madsen et al. in Med Phys 33:4–15. 2006. https://doi.org/10.1118/1.2135911) data. Embryo dose estimates obtained using the FLUKA Monte Carlo code were also compared with those derived from ICRP Publication 116 (Ann ICRP 40(2–5):1–257, 2010). The embryo dose values obtained through the Monte Carlo simulations were consistently lower than the ICRP 116 values. Furthermore, these simulated doses were below the 1 mSv limit for the embryo/fetus over the entire pregnancy period (European Union in Off J Eur Union L 13:1–73, 2014) and the 3 mSv dose constraint for caregivers under 60 years old, as stipulated by Italian law (ITALIA in Gazz Uff Repub Ital Ser Gen, n. 201, 10 Aug. 2020, Suppl. ord. n. 29).

本研究估计在18F-FDG PET躯干检查期间,怀孕护理人员协助儿童的胚胎的平均吸收剂量。使用FLUKA蒙特卡罗(MC)模拟,考虑到不同儿科患者的年龄、护理人员的位置和暴露场景,建立了各种临床场景的模型。通过将模拟框架的结果与ICRP (Ann ICRP 38:7-96, 2008)和AAPM (Madsen et al. in Med Phys 33:4-15)的结果进行比较,验证了其准确性和可靠性。2006. https://doi.org/10.1118/1.2135911)数据。使用FLUKA蒙特卡罗代码获得的胚胎剂量估计也与来自ICRP出版物116的估计进行了比较(Ann ICRP 40(2-5): 1-257, 2010)。通过蒙特卡罗模拟获得的胚胎剂量值始终低于ICRP 116值。此外,这些模拟剂量低于胚胎/胎儿在整个怀孕期间的1毫西弗限值(欧盟在欧盟委员会L 13:1-73, 2014年)和意大利法律规定的60岁以下护理人员的3毫西弗限值(意大利在Gazz Uff republic Ital Ser Gen, n. 201, 2020年8月10日,供应)。《圣经》第29章。
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引用次数: 0
Modeling the age structure of plants to see the effects on the atmospheric carbon dioxide 模拟植物的年龄结构,观察其对大气二氧化碳的影响
IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-12-07 DOI: 10.1140/epjp/s13360-025-07122-1
Sapna Devi, Vinay Verma,  Vimlesh

Age structure of trees or plants is a crucial phenomenon because in a forest stand, the capture and storage of carbon dioxide (mathrm {(CO_{2})}) depend on their age and number. This study presents a nonlinear mathematical model to explore the consequences of the capacity of plants/trees to absorb atmospheric (mathrm {CO_{2}}). For the formulation of model, we divide the whole plant population into four groups, namely: small plants (like, herbs and shrubs), early age tree (sapling), middle age tree (mature) and old age tree. To analyze the qualitative behavior of model, we focused on to investigate the region of attraction and permanence of solutions, and carried out the conditions to ensure the existence of all equilibria and their stabilities. Also, it is noticed that for a sudden depletion rate exceeding a critical threshold of small plants may trigger a transcritical bifurcation resulting the disappearance of small plants. To corroborate the analytical results of our mathematical model, numerical simulations are conducted. Effects of crucial parameters are compared for each category of plants/trees to absorb (mathrm {CO_{2}}) which depict the importance of categorization.

树木或植物的年龄结构是一个至关重要的现象,因为在森林林分中,二氧化碳的捕获和储存(mathrm {(CO_{2})})取决于它们的年龄和数量。本研究提出了一个非线性数学模型来探讨植物/树木吸收大气(mathrm {CO_{2}})能力的后果。在模型的制定中,我们将整个植物种群分为四组,分别是:小型植物(如草本植物和灌木)、早期树(幼树)、中年树(成熟)和老年树。为了分析模型的定性行为,我们重点研究了解的吸引域和持久域,并给出了保证所有均衡存在及其稳定性的条件。此外,人们注意到,对于突然枯竭率超过临界阈值的小植物可能引发跨临界分叉,导致小植物消失。为了验证数学模型的分析结果,进行了数值模拟。比较了每个植物/树木类别的关键参数的影响,以吸收(mathrm {CO_{2}}),这描述了分类的重要性。
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引用次数: 0
Toward a security-aware and scalable semi-local centrality for weighted complex networks 面向加权复杂网络的安全感知和可扩展半局部中心性
IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-12-06 DOI: 10.1140/epjp/s13360-025-07114-1
Jianli Zhang, Dehua Kong

Identifying influential nodes in weighted complex networks is essential for understanding information diffusion, control, and robustness, particularly in security-sensitive and dynamic environments. Traditional centrality measures often overlook edge weights, neighborhood diversity, shortest path multiplicity, and structural risks, limiting their ability to capture both local and extended influence. In this paper, we propose Weighted Entropy and Number of Shortest Paths (WEINSP), a security-aware and scalable semi-local centrality measure that integrates weighted local subgraph information, shortest path dynamics, and neighborhood entropy to provide a comprehensive assessment of node influence. WEINSP assigns edge weights based on degree, neighborhood similarity, and normalized connection strength, while evaluating influence through a combination of the weighted number of shortest paths and entropy-based neighbor contributions. An entropy-driven weighting scheme balances the relative importance of each component, ensuring that nodes with higher discriminative power receive greater emphasis. Experiments on real-world networks demonstrate that WEINSP effectively captures both structural and relational significance, provides computationally efficient influence estimation, and enhances the detection of critical nodes in security-sensitive scenarios.

识别加权复杂网络中的影响节点对于理解信息扩散、控制和鲁棒性至关重要,特别是在安全敏感和动态环境中。传统的中心性度量通常忽略了边缘权重、邻域多样性、最短路径多样性和结构风险,限制了它们捕捉局部和扩展影响的能力。在本文中,我们提出了加权熵和最短路径数(WEINSP),这是一种安全感知和可扩展的半局部中心性度量,它集成了加权局部子图信息、最短路径动态和邻域熵,以提供节点影响的综合评估。WEINSP根据程度、邻域相似性和归一化连接强度分配边缘权重,同时通过加权最短路径数和基于熵的邻居贡献的组合来评估影响。熵驱动的加权方案平衡了每个组件的相对重要性,确保具有较高判别能力的节点得到更大的重视。在真实网络上的实验表明,WEINSP有效地捕获了结构意义和关系意义,提供了计算效率高的影响估计,并增强了对安全敏感场景中关键节点的检测。
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引用次数: 0
Photon encounters orthodontic miniscrew during cobalt-60 oral radiotherapy: a monte carlo simulation 光子在钴-60口腔放射治疗中遇到正畸微钉:蒙特卡罗模拟
IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-12-06 DOI: 10.1140/epjp/s13360-025-07103-4
Erfan Latifian, Hoda Alavian

Anchorage control is a key aspect of orthodontic therapy, whose potential impact on treatment precision and patient safety makes it particularly critical during oral radiotherapy. While miniscrews are commonly fabricated from stainless steel, titanium, or titanium alloys, alternative materials such as zirconium-based bulk metallic glasses and polyetheretherketone have recently emerged due to their favorable biomechanical and biocompatible properties. The presence of these devices in the oral cavity can perturb photon-based radiotherapy by altering local dose distributions through enhanced photon interactions. In this study, Monte Carlo N-Particle (MCNP) simulations were employed to quantitatively evaluate photon–matter interactions under two scenarios: an ideal infinite medium across a broad energy range of 0.015–15 MeV and a tissue-equivalent model under Cobalt-60 exposure. The simulations revealed that 316L stainless steel produces the highest photon attenuation and secondary dose buildup (~ 975% increase in secondary photon contribution), followed by Zr70Ni16Cu6Al8 BMG and Ti-based materials. In contrast, PEEK exhibited the greatest photon transmission and lowest dose perturbation (~ 8% secondary contribution), demonstrating excellent radiotherapeutic compatibility. The relative radiophysical suitability of the investigated miniscrews under Cobalt-60 irradiation was ranked as follows: PEEK > Ti-6Al-4V ≈ CP Ti > Zr BMG > 316L SS. These findings, together with mechanical and biological considerations, may provide essential insights for optimizing material selection and enhancing treatment accuracy in head and neck radiotherapy involving intraoral implants.

固支控制是正畸治疗的一个关键方面,它对治疗精度和患者安全的潜在影响使其在口腔放疗中尤为重要。虽然微型支架通常由不锈钢、钛或钛合金制成,但由于其良好的生物力学和生物相容性,最近出现了锆基大块金属玻璃和聚醚醚酮等替代材料。这些装置在口腔中的存在可以通过增强光子相互作用来改变局部剂量分布,从而干扰光子放射治疗。在本研究中,采用蒙特卡罗n粒子(MCNP)模拟来定量评估两种情况下光子-物质相互作用:在0.015-15 MeV的宽能量范围内的理想无限介质和钴-60暴露下的组织等效模型。模拟结果表明,316L不锈钢产生的光子衰减和二次剂量累积最大(二次光子贡献增加约975%),其次是Zr70Ni16Cu6Al8 BMG和ti基材料。相比之下,PEEK表现出最大的光子传输和最低的剂量扰动(约8%的二次贡献),表现出良好的放射治疗相容性。所研究的微型支架在钴-60照射下的相对放射物理适应性排名如下:PEEK >; Ti- 6al - 4v≈CP Ti > Zr BMG > 316L SS。这些发现,结合力学和生物学方面的考虑,可能为优化材料选择和提高头颈部口腔内种植体放疗的治疗准确性提供重要见解。
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引用次数: 0
Brightness-contrast enhancement for high-precision phase recognition of dual-helical antenna element with highly reflective surface 高反射面双螺旋天线元件的亮度对比度增强高精度相位识别
IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-12-06 DOI: 10.1140/epjp/s13360-025-07105-2
Yujie Zheng, Shi Chen, Chang Guo, Song Qiu

In the phase recognition and calibration of helical antenna elements, the accuracy of phase recognition based on machine vision (MV) is often difficult to ensure due to various factors such as highly reflective surfaces. This paper proposes an improved method for the rapid and precise recognition of phase in mechanical dual-helical phased array antenna (DHPAA) with highly reflective surfaces using brightness-contrast enhancement (BCE). Based on image grayscale value characteristics, BCE enhances edge details via local gamma correction and eliminates most reflection noise by stretching and thresholding grayscale values. After detection by the YOLOv8 object detection algorithm, the ends and centers of the antenna elements are processed with BCE. Then, the Canny operator and the Hough circle detection algorithm are utilized to accomplish edge detection and center point localization of antenna elements. By establishing a rectangular coordinate system to calculate the phase angle of each antenna element, the phase difference of DHPAA can be determined, and thus the specific pointing angle of DHPAA can be obtained. Experiments are conducted on a (12 times 12) antenna array, and systematic errors are corrected by reconstructing images of individual antenna elements into a complete antenna array image. After repeated experiments, the phase recognition results demonstrate stability. Compared with previous work, the recognition errors are predominantly within the range of ((-2^{circ }), (2^{circ })), and the average absolute error (AAE) of phase recognition results is (0.80^{circ }), validating the accuracy of the algorithm. The entire phase recognition algorithm is highly efficient for antenna elements’ images, with frames per second (FPS) being 8.849.

在螺旋天线元件的相位识别与标定中,由于高反射表面等多种因素的影响,基于机器视觉的相位识别精度往往难以保证。本文提出了一种基于亮度对比度增强(BCE)的机械双螺旋相控阵天线(DHPAA)高反射表面快速精确识别相位的改进方法。基于图像灰度值特征,BCE通过局部伽玛校正增强边缘细节,并通过灰度值的拉伸和阈值化消除大部分反射噪声。经过YOLOv8目标检测算法检测后,对天线单元的端部和中心进行BCE处理。然后利用Canny算子和Hough圆检测算法完成天线单元的边缘检测和中心点定位;通过建立直角坐标系计算各天线单元的相位角,可以确定DHPAA的相位差,从而得到DHPAA的具体指向角。在(12 times 12)天线阵上进行了实验,并通过将单个天线单元图像重构为完整的天线阵图像来纠正系统误差。经过反复实验,相位识别结果稳定。与以往的工作相比,识别误差主要在((-2^{circ }), (2^{circ }))范围内,相位识别结果的平均绝对误差(AAE)为(0.80^{circ }),验证了算法的准确性。整个相位识别算法对天线单元图像的识别效率很高,每秒帧数(FPS)为8.849帧。
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引用次数: 0
A short review on joint weak and strong cluster lens-mass reconstruction 关节弱和强星系团透镜团重建的综述
IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-12-06 DOI: 10.1140/epjp/s13360-025-07095-1
Ben D. Normann, Kenny Solevåg-Hoti, Hans Georg Schaathun

The distinction between weak and strong lensing is somewhat arbitrary, and both regimes are manifestations of the same physical phenomenon: gravity bending the path of light. Nevertheless, these two regimes have to a large extent been treated separately, since they require different approaches. This review traces the development of methods combining weak-lensing and strong-lensing data for joint lens-mass reconstruction, with a particular emphasis on cluster lenses, where both effects occur. We conclude that so-called inverse methods have been successful in merging the two regimes insofar data analysis is concerned. However, a number of improvements seem to be in place. First, not many studies include weak-lensing data beyond shear. In light of the unprecedented quality of the data of JWST and future surveys, this is a clear point of improvement. Especially so since flexion terms have proven useful in determining substructures. Second, considering the amount of data available, and the complexity of nonparametric lenses, automating the processes of lens-mass reconstruction would be beneficial. Towards this end, invoking machine learning seems like a promising way forward.

弱透镜和强透镜之间的区别有些武断,两者都是同一物理现象的表现:重力使光的路径弯曲。然而,这两种制度在很大程度上是分开对待的,因为它们需要不同的办法。本文回顾了结合弱透镜和强透镜数据用于关节透镜质量重建的方法的发展,特别强调了两种效应都会发生的星系团透镜。我们得出的结论是,就数据分析而言,所谓的逆方法在合并两种制度方面取得了成功。然而,一些改进似乎已经到位。首先,没有多少研究包括剪切以外的弱透镜数据。鉴于JWST和未来调查数据的空前质量,这是一个明显的改进点。特别是因为屈曲项已被证明在确定子结构方面是有用的。其次,考虑到可用的数据量和非参数透镜的复杂性,将透镜质量重建过程自动化将是有益的。为此,调用机器学习似乎是一个很有前途的方法。
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引用次数: 0
An AI-assisted Python Monte Carlo approach: uncertainty analysis of reference pressure generation 人工智能辅助Python蒙特卡罗方法:参考压力生成的不确定性分析
IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-12-06 DOI: 10.1140/epjp/s13360-025-07109-y
Can Ekici

This study investigates the use of the Monte Carlo method (MCM) for uncertainty evaluation in the realization of reference pressure using a hydraulic piston balance. A Python-based simulation framework was developed, with AI-assisted support provided by ChatGPT to structure and implement the codes. Monte Carlo simulations were conducted at nominal pressure points of 50 bar, 500 bar, 1000 bar, and 1600 bar, yielding detailed distributions of the reference pressure, along with corresponding mean values and standard uncertainties. The simulated results exhibited Gaussian-like behaviour, and the uncertainty values obtained showed close agreement with those calculated using the traditional GUM approach. This confirms that the GUM framework remains valid for this application, while also demonstrating that Monte Carlo analysis provides a more general and powerful tool for propagating uncertainties. The findings highlight both the robustness of piston balances for reference pressure realization and the potential of AI-assisted tools in supporting advanced metrological uncertainty evaluations.

本文研究了利用蒙特卡罗方法(MCM)对液压活塞平衡实现参考压力的不确定度进行评估。开发了基于python的仿真框架,ChatGPT提供ai辅助支持来构建和实现代码。在50 bar、500 bar、1000 bar和1600 bar的标称压力点进行蒙特卡罗模拟,得到参考压力的详细分布,以及相应的平均值和标准不确定度。模拟结果具有类高斯特性,得到的不确定性值与传统GUM方法计算的不确定性值基本一致。这证实了GUM框架对于这个应用程序仍然是有效的,同时也证明了Monte Carlo分析为传播不确定性提供了一个更通用、更强大的工具。研究结果强调了活塞平衡在参考压力实现方面的稳健性,以及人工智能辅助工具在支持先进计量不确定度评估方面的潜力。
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引用次数: 0
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