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Spectral analysis of high-order harmonic generation in carbon plasma using linearly, radially, and azimuthally polarized femtosecond pulses 利用线性、径向和方位偏振飞秒脉冲对碳等离子体中高阶谐波生成的光谱分析
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-10-21 DOI: 10.1016/j.ijleo.2024.172091
R.A. Ganeev , G.S. Boltaev , A.S. Alnaser
We demonstrate high-order harmonic generation in carbon plasma using linearly, radially, and azimuthally polarized beams from a femtosecond laser (1030 nm, 40 fs, 50 kHz). The conditions for carbon plasma formation during laser ablation were optimized by adjusting the heating pulse energy in the cases of the single-color (1030 nm) and two-color (1030 nm + 515 nm) pump schemes to generate harmonics up to the 39th order. The application of radial and azimuthally polarized annular single-color (1030 nm) beams at optimal conditions of plasma formation allowed the demonstration of the spectral division and inclination of the vector harmonics. An asymmetric distribution of harmonics was obtained using the vortex beam generated during the propagation of laser radiation through the quarter-wave plate and S-waveplate.
我们利用飞秒激光(1030 nm、40 fs、50 kHz)发出的线性、径向和方位偏振光束,演示了碳等离子体中高阶谐波的产生。在单色(1030 nm)和双色(1030 nm + 515 nm)泵浦方案中,通过调整加热脉冲能量,优化了激光烧蚀过程中形成碳等离子体的条件,以产生高达 39 阶的谐波。在等离子体形成的最佳条件下,应用径向和方位偏振环形单色(1030 nm)光束,可以演示矢量谐波的光谱划分和倾斜度。利用激光辐射通过四分之一波板和 S 波板传播时产生的涡旋光束,获得了谐波的非对称分布。
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引用次数: 0
Simulation model to enhance Bragg reflector assisted GeSn SACM-SPAD performance for 1550 nm LIDAR applications in autonomous vehicles 增强布拉格反射器辅助 GeSn SACM-SPAD 性能的仿真模型,用于自动驾驶汽车中的 1550 nm 激光雷达应用
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-10-19 DOI: 10.1016/j.ijleo.2024.172074
Islam Arafa, Hassan Mostafa, Yasmine Elogail
A safe 3-D lidar sensor for autonomous vehicle creates a high demand on 1550 nm SPADs detectors. Due to the limitation of the energy band gab and absorption coefficient of Si and Ge, their photodetectors have low efficiency at the 1550 nm wavelength. Doping Ge with Sn reduces its bandgap and enables higher efficiency in this range while adding Bragg reflector represents a smart way to increase absorption area effective thickness. Here a simulation model for Ge(1-x)Snx SACM SPAD is proposed to work as a 1550 nm laser detector. Two Bragg reflectors are built using SiSiGe and SiSiGeSn layers. Results show a significant enhancement on detector optical properties. PDP reaches 38 % at room temperature and the increase in Pdp due to Bragg reflector reaches 66 %. Although DCR also increases, it can be handled with proper dead time configuration.
用于自动驾驶汽车的安全三维激光雷达传感器对 1550 nm SPADs 探测器提出了很高的要求。由于硅和锗的能带隙和吸收系数的限制,它们的光电探测器在 1550 纳米波长的效率很低。在 Ge 中掺入锡可以降低其带隙,从而提高在此波长范围内的效率,而添加布拉格反射器则是增加吸收区域有效厚度的明智之举。这里提出了一个 Ge(1-x)Snx SACM SPAD 仿真模型,以用作 1550 nm 激光探测器。使用硅-硅-锗和硅-硅-锗-锡层构建了两个布拉格反射器。结果表明,探测器的光学性能有了明显的提高。室温下的 PDP 达到了 38%,而布拉格反射器带来的 Pdp 增加达到了 66%。虽然 DCR 也会增加,但可以通过适当的死区时间配置来解决。
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引用次数: 0
The bifurcation, chaotic behavior and exact solutions of the fractional stochastic Jimbo–Miwa equations 分数随机吉姆波-米瓦方程的分岔、混沌行为和精确解
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-10-18 DOI: 10.1016/j.ijleo.2024.172076
Guowei Zhang
The Jimbo–Miwa equation is the second equation in the KP hierarchy of integrable systems. In this paper, this equation is extended and introduced with the stochastic process and fractional derivatives. Firstly, the phase portrait of the Hamiltonian system generated by it is studied to understand its bifurcation behavior. Additionally, non-periodic and periodic perturbation terms are added to this system. Different values are assigned to the parameters in the perturbation terms to analyze its sensitivity and the resulting chaos is obtained. Finally, through integration techniques, the expression of the solution of this equation is obtained. These solutions are related to rational functions, trigonometric functions, exponential functions and Jacobi elliptic functions. To observe the form of the solutions more intuitively, 3D and 2D numerical simulations are conducted on the solutions and the solution images of the stochastic fractional differential equation are given by Matlab software. Compared with the existing literature, the research on the stochastic fractional equation of this equation is relatively rare and the analysis of the phase portrait is even scarcer. Our solution method is quite different from that in the previous literature. Therefore, this paper is novel. The conclusion of this paper will be of great help for the practical application of this equation.
Jimbo-Miwa 方程是可积分系统 KP 层次中的第二个方程。本文对该方程进行了扩展,引入了随机过程和分数导数。首先,研究了由其产生的哈密顿系统的相位图,以了解其分岔行为。此外,还为该系统添加了非周期性和周期性扰动项。对扰动项中的参数赋予不同的值,以分析其敏感性,并得到由此产生的混沌。最后,通过积分技术,得到该方程的解的表达式。这些解与有理函数、三角函数、指数函数和雅可比椭圆函数有关。为了更直观地观察解的形式,对这些解进行了三维和二维数值模拟,并通过 Matlab 软件给出了随机分微分方程的解图像。与现有文献相比,对该方程的随机分式微分方程的研究相对较少,对其相位图的分析更是凤毛麟角。我们的求解方法与以往的文献有很大不同。因此,本文具有新颖性。本文的结论将对该方程的实际应用大有裨益。
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引用次数: 0
Output power analysis of low concentrated solar cells with fresnel lens optics 采用菲涅尔透镜光学技术的低聚光太阳能电池输出功率分析
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-10-18 DOI: 10.1016/j.ijleo.2024.172088
Dinara Almen, Ainur Kapparova, Evan Yershov, Sayat Orynbassar, Gulbakhar Dosymbetova, Madiyar Nurgaliyev, Ahmet Saymbetov, Nurzhigit Kuttybay, Batyrbek Zholamanov, Askhat Bolatbek, Nursultan Koshkarbay
In this work, we introduce a П-shaped LCPV which works with a simple single-axis solar tracking system. The simulation of the П-shaped LCPV was made on COMSOL Multiphysics and output power of the LCPV was modeled and compared with other PV, LCPV systems using predicted optical efficiency at different incidence angles by regression methods such as XGBoost regression, Linear Regression, Support Vector Regression, Decision Tree Regression, Random Forest Regression. The most effective one was XGBoost regression with accuracy of 91.23931 %. The П-shaped LCPV generates 2.2 times more energy than the fixed nine-solar cell panel per a day. Using nine solar cells and the designed optics allows the system to operate well at wider incidence angles using a single-axis solar tracking system which rotates the system only 4 times a day. The П-shaped LCPV is less complex and cheaper than an ordinary Fresnel lens-based LCPV.
在这项工作中,我们介绍了一种与简单的单轴太阳能跟踪系统配合使用的 П 形 LCPV。我们在 COMSOL Multiphysics 上对П形 LCPV 进行了仿真,并利用 XGBoost 回归、线性回归、支持向量回归、决策树回归和随机森林回归等回归方法预测了不同入射角下的光学效率,对 LCPV 的输出功率进行了建模并与其他光伏和 LCPV 系统进行了比较。其中最有效的是 XGBoost 回归法,准确率为 91.23931%。П形 LCPV 每天产生的能量是固定的九块太阳能电池板的 2.2 倍。使用九个太阳能电池和设计的光学系统,可以使系统在更宽的入射角下良好运行,使用单轴太阳能跟踪系统,每天只需旋转系统 4 次。与普通的菲涅尔透镜式 LCPV 相比,П形 LCPV 的复杂性更低,成本更低。
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引用次数: 0
Germanium metalens for longwave infrared applications 用于长波红外应用的金属锗
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-10-16 DOI: 10.1016/j.ijleo.2024.172087
J.M. Borlido , E.M.F. Vieira , J.H. Correia , J.A. Rodrigues
Metalenses represent a paradigm shift in optics, offering unprecedented control over light manipulation. This study focuses on the design optimization of a polarization-insensitive germanium (Ge) metalens operating in the longwave infrared (LWIR) regime. Employing rigorous coupled-wave analysis (RCWA) and finite-difference time-domain (FDTD) simulations, a metalens with 1 mm focal length was designed using nanopillars with 3.5 µm height and radius ranging from 0.55 µm to 1.2 µm. Then, the impact of lattice size and numerical aperture (NA) on lens performance was investigated. The results indicate that smaller lattices allow finer phase control and enhanced transmittance stability across the phase profile if significant coupling effects are not verified. As the NA increases, the focal spot size decreases, albeit with diminishing returns towards the diffraction limit. To the best of our knowledge, it is the first work that shows high focal efficiency (∼80 %) across multiple NA's for a LWIR metalens with a diameter under 1100 µm. The proposed metalens is compatible with complementary metal-oxide-semiconductor (CMOS) technology and supports low-cost manufacturing.
金属透镜代表了光学领域的范式转变,为光操纵提供了前所未有的控制能力。本研究的重点是对工作在长波红外(LWIR)波段的偏振不敏感锗(Ge)金属透镜进行设计优化。利用严格的耦合波分析 (RCWA) 和有限差分时域 (FDTD) 模拟,使用高度为 3.5 µm、半径为 0.55 µm 至 1.2 µm 的纳米柱设计了焦距为 1 mm 的金属膜。然后,研究了晶格尺寸和数值孔径(NA)对透镜性能的影响。结果表明,如果没有验证显著的耦合效应,较小的晶格可以实现更精细的相位控制,并增强整个相位剖面的透射稳定性。随着 NA 的增大,焦斑尺寸也随之减小,但在衍射极限时,焦斑尺寸会逐渐减小。据我们所知,这是第一项工作,显示了直径小于 1100 微米的 LWIR 金属膜在多个 NA 范围内的高聚焦效率(∼80%)。拟议的金属膜与互补金属氧化物半导体(CMOS)技术兼容,支持低成本制造。
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引用次数: 0
Halvorsen chaotic system based microwave absorber modelling for fighter jet stealth technologies 基于哈尔沃森混沌系统的战斗机隐形技术微波吸收器建模
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-10-11 DOI: 10.1016/j.ijleo.2024.172075
Berker Colak , Muharrem Karaaslan , Fatih Ozkan Alkurt , Mehmet Bakir , Volkan Akdogan , Mertcan Oral , Ahmet Sertol Koksal
This study focuses on the development and detailed analysis of a broadband microwave absorber utilizing Halvorsen chaotic dynamics, that focuses at enhancing stealth capabilities for fighter jets. The investigation begins by exploring the mathematical formulation of the Halvorsen chaotic system and conducting a parametric sweep of its control parameters to generate distinct two-dimensional and three-dimensional chaotic attractor plots. These plots are then post-processed using Julia set theory to develop intricate fractal patterns, which serve as the foundation for the absorber design. Image processing techniques, including filtering and thresholding, are employed to refine the patterns by removing artifacts and noise, ensuring they are suitable for practical implementation. The refined fractal patterns are then imported into a computational electromagnetic simulation environment where they are patterned onto a 0.035 mm thick copper sheet. Moreover, the Magtrex 555 substrate with a thickness of 1.52 mm, is selected for its high permittivity and low-loss characteristics. A comprehensive series of parametric studies are conducted to evaluate the influence of various design parameters such as side length, unit cell geometry, and substrate thickness on the absorber’s electromagnetic performance. Important parameters include the effects of chaotic control parameter optimization and the electromagnetic boundary conditions applied during the simulations. Extensive simulations are performed across the 2–20 GHz frequency range to evaluate absorption efficiency, focusing on key metrics like absorptivity, surface current distribution, and electric field distribution. The final design achieves over 90 % absorption efficiency within the target frequency band when the chaotic control parameters are optimized. Finally, comparative analysis using different commercially available substrates, including FR-4 and Rogers RO3003, reveals that Magtrex 555 offers superior absorption performance. The study concludes with a detailed presentation of the final absorber design, alongside an indepth discussion of the frequency range, parametric variations, and the impact of chaotic system dynamics on the absorption properties. This research provides crucial insights into the design and optimization of chaotic-system-based microwave absorbers, that advances the development of stealth technology in military applications.
本研究的重点是开发和详细分析利用哈尔沃森混沌动力学的宽带微波吸收器,以增强战斗机的隐形能力。研究首先探索哈尔沃森混沌系统的数学公式,并对其控制参数进行参数扫描,以生成不同的二维和三维混沌吸引子图。然后利用朱莉娅集理论对这些图进行后处理,形成错综复杂的分形图案,作为吸收器设计的基础。图像处理技术包括滤波和阈值处理,通过去除伪影和噪音来完善图案,确保图案适合实际应用。然后,将细化的分形图案导入计算电磁仿真环境,并将其图案化到 0.035 毫米厚的铜片上。此外,我们还选择了厚度为 1.52 毫米的 Magtrex 555 衬底,因为它具有高介电常数和低损耗特性。我们进行了一系列全面的参数研究,以评估边长、单胞几何形状和衬底厚度等各种设计参数对吸收器电磁性能的影响。重要参数包括混沌控制参数优化的效果和模拟过程中应用的电磁边界条件。在 2-20 GHz 频率范围内进行了大量仿真,以评估吸收效率,重点关注吸收率、表面电流分布和电场分布等关键指标。在对混沌控制参数进行优化后,最终设计在目标频段内实现了超过 90% 的吸收效率。最后,使用不同市售基底(包括 FR-4 和罗杰斯 RO3003)进行的比较分析表明,Magtrex 555 具有更出色的吸收性能。研究最后详细介绍了最终的吸收器设计,并深入讨论了频率范围、参数变化以及混沌系统动力学对吸收特性的影响。这项研究为基于混沌系统的微波吸收器的设计和优化提供了重要见解,推动了军事应用中隐形技术的发展。
{"title":"Halvorsen chaotic system based microwave absorber modelling for fighter jet stealth technologies","authors":"Berker Colak ,&nbsp;Muharrem Karaaslan ,&nbsp;Fatih Ozkan Alkurt ,&nbsp;Mehmet Bakir ,&nbsp;Volkan Akdogan ,&nbsp;Mertcan Oral ,&nbsp;Ahmet Sertol Koksal","doi":"10.1016/j.ijleo.2024.172075","DOIUrl":"10.1016/j.ijleo.2024.172075","url":null,"abstract":"<div><div>This study focuses on the development and detailed analysis of a broadband microwave absorber utilizing Halvorsen chaotic dynamics, that focuses at enhancing stealth capabilities for fighter jets. The investigation begins by exploring the mathematical formulation of the Halvorsen chaotic system and conducting a parametric sweep of its control parameters to generate distinct two-dimensional and three-dimensional chaotic attractor plots. These plots are then post-processed using Julia set theory to develop intricate fractal patterns, which serve as the foundation for the absorber design. Image processing techniques, including filtering and thresholding, are employed to refine the patterns by removing artifacts and noise, ensuring they are suitable for practical implementation. The refined fractal patterns are then imported into a computational electromagnetic simulation environment where they are patterned onto a 0.035 mm thick copper sheet. Moreover, the Magtrex 555 substrate with a thickness of 1.52 mm, is selected for its high permittivity and low-loss characteristics. A comprehensive series of parametric studies are conducted to evaluate the influence of various design parameters such as side length, unit cell geometry, and substrate thickness on the absorber’s electromagnetic performance. Important parameters include the effects of chaotic control parameter optimization and the electromagnetic boundary conditions applied during the simulations. Extensive simulations are performed across the 2–20 GHz frequency range to evaluate absorption efficiency, focusing on key metrics like absorptivity, surface current distribution, and electric field distribution. The final design achieves over 90 % absorption efficiency within the target frequency band when the chaotic control parameters are optimized. Finally, comparative analysis using different commercially available substrates, including FR-4 and Rogers RO3003, reveals that Magtrex 555 offers superior absorption performance. The study concludes with a detailed presentation of the final absorber design, alongside an indepth discussion of the frequency range, parametric variations, and the impact of chaotic system dynamics on the absorption properties. This research provides crucial insights into the design and optimization of chaotic-system-based microwave absorbers, that advances the development of stealth technology in military applications.</div></div>","PeriodicalId":19513,"journal":{"name":"Optik","volume":"317 ","pages":"Article 172075"},"PeriodicalIF":3.1,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142531585","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
Guiding properties of Bessel–Gaussian and super-Gaussian pulses in inhomogeneous parabolic plasma channels 不均匀抛物面等离子体通道中贝塞尔高斯和超高斯脉冲的导向特性
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-10-10 DOI: 10.1016/j.ijleo.2024.172071
E. Gholipoor , R. Fallah , S.M. Khorashadizadeh , A.R. Niknam
The guidance and stable propagation of laser pulses over many Rayleigh lengths are crucial for the plasma electron acceleration in the laser wakefield accelerators. Using plasma channels with specific characteristics can lead to the proper guidance of the laser pulse. Here, quasi-three-dimensional particle-in-cell (PIC) simulations are performed to investigate the guidance of Bessel–Gaussian pulse (BGP) of zeroth order and super-Gaussian pulse (SGP) of 3rd and 4th orders in an axially and radially inhomogeneous plasma channel. The effects of the channel radius and depth, the laser wavelength and initial spot size, and the plasma channel inhomogeneity on the guidance of the laser pulse are also examined. The results indicate that the guidance of a laser pulse in the plasma channel depends on the pulse profile, and under certain conditions, the pulses can be guided with the least variation of spot size in the inhomogeneous plasma channel. It is shown that the channel depth and the initial laser spot size are very effective in pulse guiding, as the values of these parameters increase, the pulse guidance is done better. In addition, the results show that the guidance of laser pulse is dependent on the type of plasma inhomogeneity represented by three different kinds of initial conditions, as considering the nonlinear-axial inhomogeneity in the parabolic plasma channel can lead to more convergence than the axially homogeneous and linear-axially plasma density profiles.
激光脉冲在许多瑞利长度上的引导和稳定传播对于激光汪场加速器中的等离子体电子加速至关重要。使用具有特定特性的等离子体通道可以正确引导激光脉冲。在此,我们进行了准三维粒子入胞(PIC)模拟,研究了在轴向和径向不均匀等离子体通道中,第零阶贝塞尔-高斯脉冲(BGP)和第3、4阶超高斯脉冲(SGP)的引导问题。此外,还研究了通道半径和深度、激光波长和初始光斑大小以及等离子体通道不均匀性对激光脉冲引导的影响。结果表明,激光脉冲在等离子体通道中的引导取决于脉冲轮廓,在特定条件下,脉冲在非均质等离子体通道中的光斑尺寸变化最小。研究表明,通道深度和初始激光光斑尺寸对脉冲引导非常有效,随着这些参数值的增加,脉冲引导效果会更好。此外,研究结果表明,激光脉冲的引导与三种不同的初始条件所代表的等离子体不均匀性类型有关,因为在抛物线等离子体通道中考虑非线性轴向不均匀性比轴向均匀和线性轴向等离子体密度剖面更容易收敛。
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引用次数: 0
Enhanced conversion efficiency enabled with natural dyes extracted from Mirabilis flower and Bixa seed revealing prospects of application of co-sensitized DSSC 利用从美丽花和碧沙籽中提取的天然染料提高转换效率,揭示共敏化 DSSC 的应用前景
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-10-10 DOI: 10.1016/j.ijleo.2024.172072
Ishwar Chandra Maurya, Shalini Singh, Shubham Sharma, Shiva Prakash Singh Kushwaha, Pankaj Srivastava, Lal Bahadur
In this report, we present the studies on co-sensitization effects of two natural dyes extracted from Mirabilis flower and Bixa seeds on TiO2-based dye-sensitized solar cells (DSSC). The objective is to extend the spectral sensitivity and light-to-electrical energy conversion efficiency of the selected dyes. UV–visible absorption within the 480–580 nm and 400–500 nm range signify anthocyanin in Mirabilis flower and carotenoid in Bixa seed respectively. Bixa seed and Mirabilis flower extracted mixed natural dye exhibited absorption in 400–600 nm range. The study further established the co-sensitization through computational studies and electrochemical impedance spectroscopy (EIS) studies. With the use of Bixa seed and Mirabilis flower extracted dye, photovoltaic parameter short-circuit current density (Jsc) & conversion efficiency (η) were observed 0.20 mA/cm2, 0.44 mA/cm2 and 0.09 % 0.38 % respectively. The Bixa seed and Mirabilis flower extracts co-sensitized DSSC revealed enhanced Jsc 0.65 mA/cm2 and η 0.40 %.
在本报告中,我们介绍了从美丽花和碧沙籽中提取的两种天然染料对基于二氧化钛的染料敏化太阳能电池(DSSC)的共敏化效应研究。目的是提高所选染料的光谱灵敏度和光-电能转换效率。在 480-580 纳米和 400-500 纳米范围内的紫外可见光吸收分别表示 Mirabilis 花中的花青素和 Bixa 种子中的类胡萝卜素。碧沙籽和海芋花提取的混合天然染料在 400-600 纳米范围内有吸收。该研究通过计算研究和电化学阻抗光谱(EIS)研究进一步确定了共敏化作用。使用碧沙籽和海芋花提取的染料后,光伏参数短路电流密度(Jsc)和amp;转换效率(η)分别为 0.20 mA/cm2、0.44 mA/cm2 和 0.09 % 0.38 %。Bixa 种子和 Mirabilis 花提取物共同敏化的 DSSC 显示出更高的 Jsc 0.65 mA/cm2 和 η 0.40 %。
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引用次数: 0
A novel feature screening algorithm for low-resolution LIBS spectrum elemental quantification 用于低分辨率 LIBS 光谱元素定量的新型特征筛选算法
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-10-09 DOI: 10.1016/j.ijleo.2024.172069
Yunfeng Bi , Xiaohan Bai , Chao Li , Tao Zhang , Zhongyi Bao , Meili Guo , Man Wang , Zhengjiang Ding
This study presents an innovative approach that integrates Laser-Induced Breakdown Spectroscopy (LIBS) with chemometrics for the quantitative analysis of Si, Ca, Al, and Mg in geological samples. Given the spectral redundancy in low-resolution LIBS devices, the study employs pre-processing techniques, such as AirPLS, Wavelet Transform (WT), and normalization to mitigate spectral noise. Enhanced feature threshold searching is achieved by incorporating SHapley Additive exPlanations (SHAP) and LightGBM into the Boruta algorithm, substantially improving quantitative analysis models based on Support Vector Regression (SVR) and Partial Least Squares Regression (PLSR). The modified Boruta-SVR model demonstrated remarkable robustness, with R2 values of 0.9862, 0.9873, 0.9882, and 0.9916, and RMSE values of 0.8099, 0.324, 0.1378, and 0.2382, respectively, for Si, Ca, Al, and Mg. The results confirm that the Boruta-based feature selection method, when applied to low-resolution LIBS spectra, outperforms traditional methods, capturing unique sample features under mixed spectral peak conditions, thereby enhancing the robustness of quantitative analysis models.
本研究提出了一种创新方法,将激光诱导击穿光谱(LIBS)与化学计量学相结合,对地质样品中的硅、钙、铝和镁进行定量分析。鉴于低分辨率激光诱导击穿光谱仪存在光谱冗余,该研究采用了 AirPLS、小波变换 (WT) 和归一化等预处理技术来减轻光谱噪声。通过将 SHapley Additive exPlanations(SHAP)和 LightGBM 纳入 Boruta 算法,实现了增强的特征阈值搜索,大大改进了基于支持向量回归(SVR)和部分最小二乘法回归(PLSR)的定量分析模型。改进后的 Boruta-SVR 模型具有显著的鲁棒性,对 Si、Ca、Al 和 Mg 的 R2 值分别为 0.9862、0.9873、0.9882 和 0.9916,RMSE 值分别为 0.8099、0.324、0.1378 和 0.2382。结果证实,基于 Boruta 的特征选择方法在应用于低分辨率 LIBS 光谱时优于传统方法,能捕捉混合光谱峰条件下独特的样品特征,从而提高定量分析模型的稳健性。
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引用次数: 0
Effect of current spreading layer on Internal Quantum efficiency and optical power of flip chip gallium nitride LEDs with circular contacts 电流扩散层对带圆形触点的倒装芯片氮化镓 LED 内部量子效率和光功率的影响
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-10-09 DOI: 10.1016/j.ijleo.2024.172073
Y. Prasamsha , N. Mohankumar , M. Arun Kumar , P. Sriramani , H. Maity , Nitin Rakesh
The unique properties of the Indium Tin Oxide (ITO) make it an excellent choice as a current spreading layer in Flip Chip Light Emitting Diodes (FCLEDs) and other optoelectronic devices. Herein, the performance of FCLEDs is analyzed by a precise mathematical model for the current spreading length (Ls) produced by the ITO layer under circular-shaped contacts. The expressions are formulated without approximations using ABC-model for extracting the Internal Quantum Efficiency (IQE, ηint), optical power (Pint) and Emission Intensity (EI). The thickness (tITO) and resistivity (ρITO) of the ITO layer are varied for different current densities, and their adverse effects on IQE are determined. At lower current densities, IQE increases with thickness and decreases for high resistivity of the ITO layer. At higher current densities, there is a gradual decrease in IQE irrespective of the ITO layer presence due to “Efficiency Droop”. The IQE in the proposed work is 82 % at a thickness of 50–200 nm and current density of 8 A/cm2, and the optical power is around 40 mW, showing good agreement with the experimental data, making it feasible for future high-performance FCLEDs.
氧化铟锡(ITO)的独特性质使其成为倒装芯片发光二极管(FCLED)和其他光电设备中电流扩散层的绝佳选择。本文通过一个精确的数学模型来分析 FCLED 的性能,即在圆形触点下 ITO 层产生的电流扩散长度 (Ls)。在提取内部量子效率 (IQE,ηint)、光功率 (Pint) 和发射强度 (EI) 时,使用 ABC 模型无近似地列出了表达式。在不同的电流密度下,改变 ITO 层的厚度(tITO)和电阻率(ρITO),并确定它们对 IQE 的不利影响。在电流密度较低时,IQE 随厚度增加而增加,而在 ITO 层电阻率较高时,IQE 则随厚度增加而减少。在较高的电流密度下,由于 "效率下降 "的原因,无论是否存在 ITO 层,IQE 都会逐渐下降。在厚度为 50-200 nm、电流密度为 8 A/cm2 的情况下,所提出的工作的 IQE 为 82%,光功率约为 40 mW,与实验数据显示出良好的一致性,使其成为未来高性能 FCLED 的可行方案。
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