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Underwater image color restoration based on depth estimation 基于深度估计的水下图像色彩复原
IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-10-22 DOI: 10.1016/j.physleta.2024.130001
Yukun Li , Gang Chen , Jifa Chen
Underwater images are often accompanied by color casts, and color restoration of underwater images remains a challenging problem. To tackle these degradation challenges, we present a depth estimation method based on image segmentation, and completes image color restoration on this basis. Specifically, we introduce image segmentation techniques to partition the image into discrete blocks. Our findings indicate a linear correlation between the average b component value in the Lab color space for each block and the corresponding image depth. Subsequently, the segmented images are sorted by depth to facilitate the identification of image blocks that are optimal for estimating backscatter. Local lighting estimation is then performed on these blocks to calculate the image transmission map, thereby completing the color restoration of the underwater image. The color restoration achieved through this method outperforms some advanced techniques. Our image color restoration method also demonstrates good accuracy and stability across different datasets.
水下图像通常会出现偏色现象,因此水下图像的色彩还原仍然是一个具有挑战性的问题。为了解决这些退化难题,我们提出了一种基于图像分割的深度估计方法,并在此基础上完成了图像色彩还原。具体来说,我们引入了图像分割技术,将图像分割成离散的块。我们的研究结果表明,每个区块在 Lab 色彩空间中的平均 b 分量值与相应的图像深度之间存在线性相关。随后,按深度对分割后的图像进行排序,以便识别出最适合估计反向散射的图像块。然后对这些图块进行局部照明估计,计算图像传输图,从而完成水下图像的色彩还原。通过这种方法实现的色彩还原效果优于一些先进技术。我们的图像色彩还原方法在不同的数据集上也表现出良好的准确性和稳定性。
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引用次数: 0
Optical solitons for the concatenation model with differential group delay having multiplicative white noise by F–expansion approach 用 F 展开法研究具有乘法白噪声的微分群延迟串联模型的光学孤子
IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-10-22 DOI: 10.1016/j.physleta.2024.129998
Yakup Yıldırım , Anjan Biswas
This study examines optical soliton solutions for the concatenation model, which includes differential group delay and white noise in both components. Through the F–expansion integration algorithm, an extensive spectrum of soliton solutions was found. It has been confirmed that white noise affects the phase of solitons along both components.
本研究探讨了串联模型的光学孤子解,该模型包括微分群延迟和两个分量中的白噪声。通过 F 展开积分算法,发现了大量的孤子解谱。研究证实,白噪声会影响两个分量的孤子相位。
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引用次数: 0
Propagation of acoustic waves in 3D periodic media: Dispersion, clusters, and local gaps 声波在三维周期介质中的传播:弥散、集群和局部间隙
IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-10-22 DOI: 10.1016/j.physleta.2024.129999
Yuri A. Godin, Boris Vainberg
We present a theoretical study of the propagation of acoustic waves in a 3D infinite medium containing a periodic array of small identical inclusions of arbitrary shape with transmission conditions on their interfaces. The inclusion size a is much smaller than the array period. We present the dispersion relation and show that there are exceptional frequencies for which the solution is a cluster of waves propagating in several different directions. Different clusters may contain waves with the same direction, and the frequencies of the waves depend on the clusters but not on the direction of waves. We show that global gaps do not exist if a is small enough. The notion of local gaps which depends on the choice of the wavevector k, is introduced and discussed. The location of local gaps for a medium with a simple cubic lattice of identical inclusions is determined.
我们对声波在三维无限介质中的传播进行了理论研究,该介质包含由任意形状的相同小夹杂物组成的周期性阵列,其界面上有透射条件。夹杂物尺寸 a 远远小于阵列周期。我们提出了频散关系,并表明在一些特殊频率下,解法是沿几个不同方向传播的波群。不同的波簇可能包含方向相同的波,波的频率取决于波簇,而与波的方向无关。我们证明,如果 a 足够小,全局间隙是不存在的。我们引入并讨论了局部间隙的概念,它取决于波向量 k 的选择。我们确定了由相同夹杂物组成的简单立方晶格介质的局部间隙位置。
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引用次数: 0
The synergistic effect of neutron irradiation on the tensile properties of Fe-0.74 wt.% Ni alloy: A combined study of machine-learning and molecular dynamics 中子辐照对 Fe-0.74 wt.% Ni 合金拉伸性能的协同效应:机器学习与分子动力学的结合研究
IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-10-22 DOI: 10.1016/j.physleta.2024.129992
Chang-Chun He , Fen Ren , Xiao-Bao Yang , Guiyi Wu , Shuyan Zhang
The aim of this study is to elucidate the mechanisms of irradiation damage to reactor pressure vessel (RPV) steel using a machine learning algorithms and high-throughput calculations. Various Fe-Ni alloy structures were generated based on structural enumeration for high-throughput first-principles calculations, with the Fe-Ni interatomic potential trained using a Gaussian approximation function. Simulations were conducted using LAMMPS software to investigate the effects of neutron irradiation on the tensile properties of Fe-0.74 wt.% Ni alloy, utilizing the well-established Fe-Ni interatomic potential. The irradiation dose significantly impacts defects in the Fe-Ni alloy. Synergistic effects of alloy solute element content and temperature with irradiation defects reveal that defect numbers at irradiation points increase linearly with MD-dpa and PKA energy. During irradiation, Ni atoms diffuse via the exchange with vacancy, synergizing with other Ni elements. Notably, Ni content inversely affects yield stress, resulting in lower yield stress in irradiated materials compared to pre-irradiation levels. While temperature inversely affects yield stress, its synergistic effect with defects increases yield stresses post-irradiation, known as irradiation hardening. Post-irradiation, the yield strain increases, and a flat plateau stress region is observed in Fe-Ni alloys. Ni atoms act as a buffer during the stretching process, contributing to a relatively gentle slope stress region despite increasing stress. The distribution of Ni atoms significantly influences the stress-strain curve, in which the aggregated Ni atoms decrease yield strength, whereas uniform distribution increases it, highlighting Ni atoms as buffering role during stretching process. These simulations yield valuable insights for exploring scalability and enhancing the development of irradiation hardening and embrittlement models.
本研究旨在利用机器学习算法和高通量计算,阐明反应堆压力容器(RPV)钢辐照损伤的机理。在结构枚举的基础上生成了各种铁-镍合金结构,用于高通量第一原理计算,并使用高斯近似函数训练了铁-镍原子间势。利用 LAMMPS 软件进行了模拟,研究了中子辐照对 Fe-0.74 wt.% Ni 合金拉伸性能的影响,并使用了成熟的 Fe-Ni 原子间势。辐照剂量对 Fe-Ni 合金中的缺陷有很大影响。合金溶质元素含量和温度与辐照缺陷的协同效应表明,辐照点的缺陷数量随 MD-dpa 和 PKA 能量的增加而线性增加。在辐照过程中,镍原子通过与空位交换扩散,与其他镍元素协同作用。值得注意的是,镍含量与屈服应力成反比,导致辐照材料的屈服应力低于辐照前的水平。虽然温度对屈服应力有反向影响,但它与缺陷的协同作用会增加辐照后的屈服应力,即所谓的辐照硬化。辐照后,屈服应力增加,在铁镍合金中观察到平坦的高原应力区。在拉伸过程中,镍原子起着缓冲作用,尽管应力不断增加,但却形成了一个相对平缓的斜坡应力区。镍原子的分布对应力-应变曲线有很大影响,其中聚集的镍原子会降低屈服强度,而均匀分布的镍原子则会提高屈服强度,这突出表明了镍原子在拉伸过程中的缓冲作用。这些模拟为探索可扩展性和加强辐照硬化与脆化模型的开发提供了宝贵的见解。
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引用次数: 0
Families of exact similaritons with flexible modulations in N-coupled homogeneous and inhomogeneous systems N 个同质和非同质耦合系统中具有灵活调制的精确相似子系列
IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-10-19 DOI: 10.1016/j.physleta.2024.129997
Kui Huo , Bin Li , Heping Jia , J.M. Christian , Rongcao Yang
In this paper, a family of exact solutions to N-coupled nonlinear Schrödinger (N-CNLS) equations including bright and dark solitons, Akhmediev breathers, Kuznetsov-Ma breathers, and rogue waves are derived with the aid of a generic nonlinear wave assumption. As an application of the solutions, we present a scheme to realize amplitude coding in an identical waveguide system. Furthermore, by a general self-similar transformation method, exact controllable similaritons of N-coupled inhomogeneous NLS (N-CINLS) equations are constructed under relaxed compatibility conditions. Flexible modulations of similaritons are investigated in a typical inhomogeneous system. Based on the general self-similar transformation, we further study various and novel modulations of composite similariton of 2-CINLS regimes. The various similaritons presented here may be expected to find application in the control and transmission of nonlinear waves in realizable complex systems including those based on optical fibers and Bose-Einstein condensates.
本文借助通用非线性波假设,推导出 N 个耦合非线性薛定谔方程(N-CNLS)的一系列精确解,包括亮孤子和暗孤子、阿赫迈季耶夫呼吸子、库兹涅佐夫-马呼吸子和流氓波。作为解决方案的应用,我们提出了一种在相同波导系统中实现振幅编码的方案。此外,通过一般自相似变换方法,在宽松的相容性条件下构建了 N 个耦合非均质 NLS(N-CINLS)方程的精确可控相似子。研究了典型非均质系统中相似子的灵活调制。在一般自相似变换的基础上,我们进一步研究了 2-CINLS 复合相似子的各种新颖调制。本文介绍的各种相似子有望应用于可实现的复杂系统中非线性波的控制和传输,包括基于光纤和玻色-爱因斯坦凝聚体的系统。
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引用次数: 0
Modelling study on pedestrian evacuation dynamics considering exit selection behaviour under flood disaster 考虑洪水灾害下出口选择行为的行人疏散动态模型研究
IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-10-19 DOI: 10.1016/j.physleta.2024.129967
Feizhou Huo , Jianan Huang , Yaping Ma , Chenglin Guo , Wei Zhang , Shihan Deng
Flood spreading in metro stations is a dangerous hazard that frequently causes casualties and property losses. However, pedestrian evacuation under flood spreading scenarios has not been fully investigated. To fill this gap,we propose an extend Floor-Field model incorporating flood spreading and exit selection behaviour of individuals. In the model, the dynamic flood spreading process on metro platforms is expressed by using a simulation software named Mike21. The optimal exit selected by pedestrians in each step is decided on three factors, that is pedestrian density around the exit, pedestrian distance to the exit, and water depth at the exit. Meanwhile, the movement speed of pedestrain also changes with the water depth at each time step. Based on this, the transition probability to neighbor cell including static field, dynamic field, height field, and water flow field is calculated. This results in a flood evacuation model considering the pedestrian's behaviour when choosing an exit. The effects of flooding, pedestrian density, different exit selection behaviours, water flow field, and inlet flow on evacuation were thoroughly analysed. The analysis demonstrates that the likelihood of flooding significantly impacts the evacuation of pedestrians from the subway station; the more flooding is taken into account, the more influential the impact. In addition, the effect of inlet flow on evacuation is also noteworthy; considering exit selection behaviour can significantly increase the effectiveness of evacuation. The study's findings can be used to develop evacuation plans for flooded metro stations.
地铁站内的洪水蔓延是一种危险的危害,经常造成人员伤亡和财产损失。然而,洪水蔓延情况下的行人疏散尚未得到充分研究。为了填补这一空白,我们提出了一个扩展的 "楼层-场地 "模型,其中包含了洪水蔓延和个人的出口选择行为。在该模型中,洪水在地铁站台上的动态扩散过程是通过一个名为 Mike21 的模拟软件来表达的。行人在每一步中选择的最佳出口取决于三个因素,即出口周围的行人密度、行人到出口的距离和出口处的水深。同时,行人的移动速度也会随着每个时间步的水深而变化。在此基础上,计算出邻近单元的过渡概率,包括静态场、动态场、高度场和水流场。因此,洪水疏散模型考虑了行人在选择出口时的行为。对洪水、行人密度、不同的出口选择行为、水流场和入口流量对疏散的影响进行了深入分析。分析表明,洪水发生的可能性会对行人从地铁站疏散产生重大影响;考虑的洪水越多,影响就越大。此外,入口流量对疏散的影响也值得注意;考虑出口选择行为可显著提高疏散效果。研究结果可用于制定洪水淹没地铁站的疏散计划。
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引用次数: 0
Theoretical investigation of the optical and plasmonic properties of the nanocomposite media composed of silver nanoparticles embedded in rubidium 由嵌入铷的银纳米粒子组成的纳米复合介质的光学和等离子特性的理论研究
IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-10-18 DOI: 10.1016/j.physleta.2024.129993
Aftab Khan , Arif Ullah , Rafi Ud Din , Afzal Khan
This theoretical study investigates, the optical response of a metal-dielectric nanocomposite of silver and rubidium (Ag/Rb) is theoretically studied via Maxwell-Garnett Model by varying the size, shape and volume ratio of the silver nanoparticles (AgNPs) in the coherently driven four levels rubidium dielectric atomic media. The rubidium being an alkali metal behaves as dielectric under quantum coherence effect. It was found that the optical response of this nanocomposite media strongly depends on the coherent driving fields applied in the atomic ensemble, the volume fraction of the AgNPs as well as their size and the applied frequencies. It was found that the dielectric function decreases with the increase in AgNPs’ size, while increase in Rabi frequency increases the refractive index. Similarly, the dispersion and absorption decrease with decrease in volume fraction of the AgNPs. Our results suggest important applications of this nanocomposite in various fields such as energy harvesting, photovoltaics and quantum plasmonics. The modeling approach developed in this study provides great freedom for tuning optical properties of the metal-dielectric nanocomposites.
本理论研究通过 Maxwell-Garnett 模型,改变相干驱动四级铷电介质原子介质中银纳米粒子(AgNPs)的尺寸、形状和体积比,对银和铷(Ag/Rb)的金属电介质纳米复合材料的光学响应进行了理论研究。铷是一种碱金属,在量子相干效应下表现为电介质。研究发现,这种纳米复合介质的光学响应在很大程度上取决于原子团中施加的相干驱动场、AgNPs 的体积分数及其尺寸和施加的频率。研究发现,介电函数随着 AgNPs 尺寸的增加而减小,而 Rabi 频率的增加则会提高折射率。同样,随着 AgNPs 体积分数的减少,色散和吸收也会降低。我们的研究结果表明,这种纳米复合材料在能量收集、光伏和量子等离子体等多个领域都有重要应用。本研究中开发的建模方法为调整金属电介质纳米复合材料的光学特性提供了极大的自由度。
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引用次数: 0
Microscopic Ampère current-current interaction 微观安培电流-电流相互作用
IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-10-17 DOI: 10.1016/j.physleta.2024.129990
Yuehua Su, Desheng Wang, Chao Zhang
With the rapid development of modern measurement techniques, the energy resolution of 1meV can now be easily obtained. Generally, the driving mechanisms of the physical, chemical or biological processes of the matters or the living organisms on Earth at about 1meV energy scale are assumed to stem from the fundamental microscopic Coulomb interaction, its various reduced ones and the relativistic corrections. In this article, by using a path integral approach on a non-relativistic quantum electrodynamics theory, we show that there is another fundamental microscopic electromagnetic interaction at this energy scale, the microscopic Ampère current-current interaction. It has time-dependent dynamical feature and can be the driving interaction of the physical, chemical or biological processes at about 1meV energy scale. A new Ampère-type exchange spin interaction is also found with a magnitude about 104 of the well-known Heisenberg exchange spin interaction.
随着现代测量技术的飞速发展,现在可以很容易地获得 1meV 的能量分辨率。一般来说,地球上物质或生物体在 1meV 左右能量尺度上的物理、化学或生物过程的驱动机制被假定为源于基本的微观库仑相互作用、各种还原的库仑相互作用以及相对论修正。在本文中,我们利用非相对论量子电动力学理论的路径积分方法,证明在这一能量尺度上存在另一种基本的微观电磁相互作用,即微观安培电流-电流相互作用。它具有随时间变化的动力学特征,可以成为约 1meV 能量尺度下物理、化学或生物过程的驱动相互作用。我们还发现了一种新的安培型交换自旋相互作用,其量级约为著名的海森堡交换自旋相互作用的 10-4。
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引用次数: 0
Topological phase engineering of rutile GeO2 with strain 金红石型 GeO2 的拓扑相工程与应变
IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-10-17 DOI: 10.1016/j.physleta.2024.129989
Shuaihui Guo , Xiaoxiong Wang
Nodal-line semimetals serve as the parent phase for various topological states. By manipulating spin-orbit coupling (SOC), time-reversal symmetry, or spatial inversion symmetry, a Dirac nodal-line semimetal can transition into a 3D Dirac semimetal, Weyl semimetal, or topological insulator.
In this study, we present the topological phase engineering of rutile GeO2 under strain through first-principles calculations. Without considering SOC effect, applying tensile strain to GeO2 induces a transformation from a trivial insulator to a Dirac nodal-line semimetal, characterized by two orthogonal and interconnected Dirac nodal rings protected by mirror symmetry. When SOC is taken into account, the band degeneracy persists only at two points, resulting in a 3D Dirac semimetal. Nonetheless, due to the negligible strength of SOC in GeO2, its nodal-line semimetal properties remain largely intact even after including SOC effects.
Our findings provide valuable insights for the topological phase engineering and potential spintronics applications of GeO2.
节点线半金属是各种拓扑态的母相。通过操纵自旋轨道耦合(SOC)、时间反转对称性或空间反转对称性,狄拉克结点线半金属可以转变为三维狄拉克半金属、韦尔半金属或拓扑绝缘体。在本研究中,我们通过第一性原理计算介绍了金红石GeO2在应变下的拓扑相工程。在不考虑SOC效应的情况下,对二氧化金红石施加拉伸应变会引起从微不足道的绝缘体到狄拉克节点线半金属的转变,狄拉克节点线半金属的特征是两个正交且相互连接的狄拉克节点环受镜像对称性的保护。当考虑到 SOC 时,带变性只在两个点上持续存在,从而形成三维狄拉克半金属。我们的发现为 GeO2 的拓扑相工程和潜在的自旋电子学应用提供了宝贵的见解。
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引用次数: 0
Quantum teleportation based on the elegant joint measurement 基于优雅联合测量的量子传送
IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-10-17 DOI: 10.1016/j.physleta.2024.129991
Dong Ding , Ming-Xing Yu , Ying-Qiu He , Hao-Sen Ji , Ting Gao , Feng-Li Yan
As a generalization of the well-known Bell state measurement (BSM), the elegant joint measurement (EJM) is a kind of novel two-qubit joint measurement, parameterized by a subtle phase factor θ[0,π/2]. We investigate here the quantum teleportation based on the EJM that conceptually goes beyond BSM. It is a probabilistic teleportation caused by nonunitary quantum evolution except for the special case of the BSM with θ=π/2. We show in detail the feasible quantum circuits to realize the present scenario, where a few unitary operations and a nonunitary quantum gate are being utilized. This work suggests that it is feasible to extend the customary (BSM-based) teleportation scenarios to the EJM-based ones, and different from the BSM being single input it may provide a continuously variable input setting or even multiple measurement settings for the sender of the quantum state.
作为对著名的贝尔态测量(BSM)的概括,优雅联合测量(EJM)是一种新颖的双量子比特联合测量,其参数是一个微妙的相位因子θ∈[0,π/2]。我们在此研究基于 EJM 的量子远距传物,它在概念上超越了 BSM。除了θ=π/2 的 BSM 特殊情况外,这是一种由非单元量子演化引起的概率远距传态。我们详细展示了实现当前方案的可行量子电路,其中利用了一些单元运算和非单元量子门。这项工作表明,将传统的(基于 BSM 的)远距传物方案扩展到基于 EJM 的方案是可行的,而且与 BSM 的单一输入不同,它可以为量子态的发送者提供连续可变的输入设置或甚至多重测量设置。
{"title":"Quantum teleportation based on the elegant joint measurement","authors":"Dong Ding ,&nbsp;Ming-Xing Yu ,&nbsp;Ying-Qiu He ,&nbsp;Hao-Sen Ji ,&nbsp;Ting Gao ,&nbsp;Feng-Li Yan","doi":"10.1016/j.physleta.2024.129991","DOIUrl":"10.1016/j.physleta.2024.129991","url":null,"abstract":"<div><div>As a generalization of the well-known Bell state measurement (BSM), the elegant joint measurement (EJM) is a kind of novel two-qubit joint measurement, parameterized by a subtle phase factor <span><math><mi>θ</mi><mo>∈</mo><mo>[</mo><mn>0</mn><mo>,</mo><mi>π</mi><mo>/</mo><mn>2</mn><mo>]</mo></math></span>. We investigate here the quantum teleportation based on the EJM that conceptually goes beyond BSM. It is a probabilistic teleportation caused by nonunitary quantum evolution except for the special case of the BSM with <span><math><mi>θ</mi><mo>=</mo><mi>π</mi><mo>/</mo><mn>2</mn></math></span>. We show in detail the feasible quantum circuits to realize the present scenario, where a few unitary operations and a nonunitary quantum gate are being utilized. This work suggests that it is feasible to extend the customary (BSM-based) teleportation scenarios to the EJM-based ones, and different from the BSM being single input it may provide a continuously variable input setting or even multiple measurement settings for the sender of the quantum state.</div></div>","PeriodicalId":20172,"journal":{"name":"Physics Letters A","volume":"527 ","pages":"Article 129991"},"PeriodicalIF":2.3,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142446232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
期刊
Physics Letters A
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