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Random Laser of R6G Dye and TiO<sub>2</sub>Nanoparticals Doped in PMMA Polymer
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作者 Baha T. Chiad Kamil H. Latif +1 位作者 Firas J. Kadhim Mohammad A. Hammed 《Advances in Materials Physics and Chemistry》 2011年第2期20-25,共6页
The random laser (RL) based on organic Rhodamine 6G (R6G) laser- dye and Titanium dioxide (TiO2) suspended nanoparticles have been prepared with polymethylmethacrylate (PMMA) as a host. Both liquid and spray-coated ho... The random laser (RL) based on organic Rhodamine 6G (R6G) laser- dye and Titanium dioxide (TiO2) suspended nanoparticles have been prepared with polymethylmethacrylate (PMMA) as a host. Both liquid and spray-coated homogeneous film samples of 22.4 μm - 30.1 μm thickness range were use. Optimum concentrations have been determined depending on the normal fluorescence spectra which give evidence that the laser dye provides amplification and TiO2 nanoparticles as scatter center. At the optimum concentrations, results of the random laser (RL) under second harmonic Nd: YAG laser ex-citation show that the values of bandwidth at full width half-maximum (FWHM) and the threshold energy are about 9 nm and 15 mJ respectively, which represent the minimum value for the liquid samples in the current research. Correspondly, these values become 14 nm and 15 mJ for film sample. The broadening that can be attributed to the concentration quenching of a laser dye at high concentration levels has been observed. 展开更多
关键词 random laser random Gain Media laser Resonator
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Detection of Random Laser Action from Silica Xerogel Matrices Containing Rhodamine 610 Dye and Titanium Dioxide Nanoparticles
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作者 Firas J. Al-Maliki 《Advances in Materials Physics and Chemistry》 2012年第3期110-115,共6页
The synthesis, structural characterization, and amplified spontaneous emission spectroscopy of dye-scattering particles in inorganic medium based on Rhodamine 610-TiO2 nanoparticles confined in silica xerogel matrix h... The synthesis, structural characterization, and amplified spontaneous emission spectroscopy of dye-scattering particles in inorganic medium based on Rhodamine 610-TiO2 nanoparticles confined in silica xerogel matrix have been reported. Optimum concentrations have been determined depending on the normal fluorescence spectra for laser dye, in order to provide amplification, and TiO2 nanoparticals as scatter center. Random Laser has been studied under second harmonic Nd: YAG laser excitation. At the optimum concentrations, the results show that the values of bandwidth at full width half-maximum (FWHM) and the threshold energy are about 11 nm and 3 mJ respectively. The scattered and amplified probe light has been collected on a PC-interfaced CCD camera system. 展开更多
关键词 random lasers SOL-GEL NANOSCALE Materials and Structures
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Analysis of random laser scattering pulse signals with lognormal distribution
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作者 闫振纲 卞保民 +3 位作者 王绶玙 林颖璐 王春勇 李振华 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第6期246-256,共11页
The statistical distribution of natural phenomena is of great significance in studying the laws of nature.In order to study the statistical characteristics of a random pulse signal,a random process model is proposed t... The statistical distribution of natural phenomena is of great significance in studying the laws of nature.In order to study the statistical characteristics of a random pulse signal,a random process model is proposed theoretically for better studying of the random law of measured results.Moreover,a simple random pulse signal generation and testing system is designed for studying the counting distributions of three typical objects including particles suspended in the air,standard particles,and background noise.Both normal and lognormal distribution fittings are used for analyzing the experimental results and testified by chi-square distribution fit test and correlation coefficient for comparison.In addition,the statistical laws of three typical objects and the relations between them are discussed in detail.The relation is also the non-integral dimension fractal relation of statistical distributions of different random laser scattering pulse signal groups. 展开更多
关键词 random pulse signal statistical self-similarity lognormal distribution laser scattering
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Broadband bidirectional Brillouin–Raman random fiber laser with ultra-narrow linewidth
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作者 杨茜 李阳 +3 位作者 邹辉 梅杰 徐恩明 张祖兴 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第2期371-376,共6页
We present a Brillouin–Raman random fiber laser(BRRFL)with full-open linear cavity structure to generate broadband Brillouin frequency comb(BFC)with double Brillouin-frequency-shift spacing.The incorporation of a reg... We present a Brillouin–Raman random fiber laser(BRRFL)with full-open linear cavity structure to generate broadband Brillouin frequency comb(BFC)with double Brillouin-frequency-shift spacing.The incorporation of a regeneration portion consisting of an erbium-doped fiber and a single-mode fiber enables the generation of broadband BFC.The dynamics of broadband BFC generation changing with the pump power(EDF and Raman)and Brillouin pump(BP)wavelength are investigated in detail,respectively.Under suitable conditions,the bidirectional BRRFL proposed can produce a flatamplitude BFC with 40.7-nm bandwidth ranging from 1531 nm to 1571.7 nm,and built-in 242-order Brillouin Stokes lines(BSLs)with double Brillouin-frequency-shift spacing.Moreover,the linewidth of single BSL is experimentally measured to be about 2.5 kHz.The broadband bidirectional narrow-linewidth BRRFL has great potential applications in optical communication,optical sensing,spectral measurement,and so on. 展开更多
关键词 random laser fiber laser stimulated Brillouin scattering(SBS) stimulated Raman scattering(SRS)
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A corona modulation device structure and mechanism based on perovskite quantum dots random laser pumped using an electron beam 被引量:1
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作者 Yan ZHU Yining MU +2 位作者 Fanqi TANG Peng DU Hang REN 《Frontiers of Optoelectronics》 EI CSCD 2020年第3期291-302,共12页
Although laser pumping using electron beam(EB)has high transient power output and easy modulation based on perovskite quantum dot(PQD)film,its lasing emitting direction is the same as the pumped EB's direction.Thu... Although laser pumping using electron beam(EB)has high transient power output and easy modulation based on perovskite quantum dot(PQD)film,its lasing emitting direction is the same as the pumped EB's direction.Thus,realizing the conventional direct device structure through the film lasing mechanism is extremely difficult.Therefore,using the random lasing principle,herein,we proposed a corona modulation device structure based on PQDs random laser pumped using an EB.We discussed and stimulated the optimized designed method of the device in terms of parameters of the electronic optical device and the utilization ratio of output power and its modulation extinction ratio,respectively.According to the simulation results,this type of device structure can effectively satisfy the new random lasing mechanism in terms of high-speed and high-power modulation. 展开更多
关键词 CORONA MODULATION perovskite quantum dot(PQD) random laser electron beam(EB)
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Band-gap-tailored random laser 被引量:1
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作者 HONGBO Lu JIAN XING +7 位作者 CHENG WEI JIANGYING XIA JUNQING SHA YUNSHENG DING GUOBING ZHANG KANG XIE LONGZHEN QIU ZHIJIA Hu 《Photonics Research》 SCIE EI 2018年第5期390-395,共6页
A band-gap-tailored random laser with a wide tunable range and low threshold through infrared radiation is demonstrated. When fluorescent dyes are doped into the liquid crystal and heavily doped chiral agent system,we... A band-gap-tailored random laser with a wide tunable range and low threshold through infrared radiation is demonstrated. When fluorescent dyes are doped into the liquid crystal and heavily doped chiral agent system,we demonstrate a wavelength tuning random laser instead of a side-band laser, which is caused by the combined effect of multi-scattering of liquid crystal(LC) and band-gap control. Through rotating the infrared absorbing material on the side of the LC cell, an adjustable range for random lasing of 80 nm by infrared light irradiation was observed. 展开更多
关键词 LENGTH LC Band-gap-tailored random laser
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Nanoparticle mediated microcavity random laser 被引量:1
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作者 ZHAOJI YANG WEILI ZHANG +4 位作者 RUI MA XIANG DONG SOFIE LINDSKOV HANSEN XIAOFENG LI YUNJIANG RAO 《Photonics Research》 SCIE EI 2017年第6期82-85,共4页
This paper reports a coherent random microcavity laser that consists of a disordered cladding(scattering) layer and a light-amplification core filled with dye solution. Cold cavity analysis indicates that the random r... This paper reports a coherent random microcavity laser that consists of a disordered cladding(scattering) layer and a light-amplification core filled with dye solution. Cold cavity analysis indicates that the random resonance modes supported by the proposed cavity can be effectively excited. With introducing the gain material, random lasing by specific modes is observed to show typical features of coherent random lasers, such as spatially incoherent emission of random modes. By inserting a metal nanoparticle into the gain region, emission wavelength/intensity of the random lasers can be considerably tuned by changing the position of the inserted nanoparticle,opening up new avenues for controlling output of random lasers and sensing applications(e.g., small particleidentification, location, etc.). 展开更多
关键词 Nanoparticle mediated microcavity random laser
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Reverse mode switching of the random laser emission in dye doped liquid crystals under homogeneous and inhomogeneous electric fields
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作者 M.Shasti P.Coutino +7 位作者 S.Mukherjee A.Varanytsia T.Smith A.P.Luchette L.Sukhomlinova T.Kosa A.Munoz B.Taheri 《Photonics Research》 SCIE EI 2016年第1期7-12,共6页
We report the observation of electric field induced random lasing in a dye doped liquid crystal system. This was achieved by using a liquid crystal host with negative dielectric anisotropy doped with laser dye PM 597 ... We report the observation of electric field induced random lasing in a dye doped liquid crystal system. This was achieved by using a liquid crystal host with negative dielectric anisotropy doped with laser dye PM 597 in a 75 μm cell with a homeotropic alignment layer. In the absence of an applied field, only amplified spontaneous emission was observed since the liquid crystal orientation was uniform. However, application of a field resulted in a fieldinduced planar-like configuration with local nonuniformity in liquid crystal orientation. This led to random lasing in the energized state(voltage greater than a transition threshold). The onset of lasing occurs by application of either a spatially homogenous or a spatially inhomogeneous electric field across the liquid crystal. The characteristics of the emission spectra as a function of different(i) dye concentration and(ii) applied voltage were investigated using nanosecond pulsed laser excitation at 532 nm. The effects of using an inhomogeneous field were compared to the use of a homogenous field and reported. It is shown that the spatial configuration can be used to alter the emission spectra of the system. The work is used to suggest a new configuration, referred to here as"reverse mode," for liquid crystal-based random lasers. This new configuration may provide additional avenues for their use in commercial devices. 展开更多
关键词 mode Reverse mode switching of the random laser emission in dye doped liquid crystals under homogeneous and inhomogeneous electric fields
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Numerical study of threshold gain behavior for a THz random laser in a two-dimensional active disordered medium with a three-level atomic system 被引量:1
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作者 LIU Yong LIU JinSong WANG KeJia 《Chinese Science Bulletin》 SCIE EI CAS 2011年第25期2664-2667,共4页
By numerically solving Maxwell's equations and rate equations in a two-dimensional (2D) active random media made of ruby grains with a three-level atomic system, the threshold gain behavior for a THz random laser ... By numerically solving Maxwell's equations and rate equations in a two-dimensional (2D) active random media made of ruby grains with a three-level atomic system, the threshold gain behavior for a THz random laser is investigated. The spectral intensity variation with the pumping rate is calculated for both the transverse magnetic (TM) field and the transverse electric (TE) field. The computed results show that THz random lasing could occur in a 2D disordered medium for both the TM and TE cases. Further analysis reveals that the THz lasing threshold for TM fields is lower than that for TE fields. 展开更多
关键词 三能级原子系统 激光阈值 无序介质 随机介质 太赫兹 数值研究 行为 增益
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A rapid classification method of aluminum alloy based on laser-induced breakdown spectroscopy and random forest algorithm 被引量:6
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作者 詹浏洋 马晓红 +4 位作者 方玮骐 王锐 刘泽生 宋阳 赵华凤 《Plasma Science and Technology》 SCIE EI CAS CSCD 2019年第3期148-154,共7页
As an important non-ferrous metal structural material most used in industry and production,aluminum(Al) alloy shows its great value in the national economy and industrial manufacturing.How to classify Al alloy rapidly... As an important non-ferrous metal structural material most used in industry and production,aluminum(Al) alloy shows its great value in the national economy and industrial manufacturing.How to classify Al alloy rapidly and accurately is a significant, popular and meaningful task.Classification methods based on laser-induced breakdown spectroscopy(LIBS) have been reported in recent years. Although LIBS is an advanced detection technology, it is necessary to combine it with some algorithm to reach the goal of rapid and accurate classification. As an important machine learning method, the random forest(RF) algorithm plays a great role in pattern recognition and material classification. This paper introduces a rapid classification method of Al alloy based on LIBS and the RF algorithm. The results show that the best accuracy that can be reached using this method to classify Al alloy samples is 98.59%, the average of which is 98.45%. It also reveals through the relationship laws that the accuracy varies with the number of trees in the RF and the size of the training sample set in the RF. According to the laws, researchers can find out the optimized parameters in the RF algorithm in order to achieve,as expected, a good result. These results prove that LIBS with the RF algorithm can exactly classify Al alloy effectively, precisely and rapidly with high accuracy, which obviously has significant practical value. 展开更多
关键词 laser-INDUCED BREAKDOWN spectroscopy(LIBS) random forest(RF) aluminum(Al)alloy classification
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基于随机调制实现光信道测量样本去相关分析
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作者 侯艺浩 娄岩 +4 位作者 陈纯毅 赵圣亚 李辉 李琼 秦心怡 《红外与激光工程》 EI CSCD 北大核心 2024年第4期243-253,共11页
从大气光信道中可以提取两个合法通信方用来加密其传输的机密信息的公共密钥。首先,为了打破湍流引起的光学波动的相关时间对每秒提取的不相关光信道测量样本的数量限制,提出了为合法通信双方配备随机调制的方法,并针对其实现测量样本... 从大气光信道中可以提取两个合法通信方用来加密其传输的机密信息的公共密钥。首先,为了打破湍流引起的光学波动的相关时间对每秒提取的不相关光信道测量样本的数量限制,提出了为合法通信双方配备随机调制的方法,并针对其实现测量样本去相关性进行了理论分析;其次,利用OptiSystem软件仿真分析了大气光信道水平路径传输距离为1 km,中湍流,调制方式为幅度调制条件下,合法通信方在无调制、单调制、双调制三种不同调制的情况下对光信道测量样本自相关性的影响。针对单调制的情形,分析了不同大气光信道传输系数相干时间、伪随机码生成速率、传输距离和信噪比对光信道测量样本自相关性的影响。结果表明,对比无调制情况,在相同采样间隔内,观测到的光信道测量样本的测量数据变化次数增多;同时施加随机调制的发射光信号,在小于湍流引起的光学波动的相关时间的采样间隔下,观测到的光信道测量样本,在滞后100个样本的延迟时间后的自相关性,从无调制情况下的0.676降低到单调制情况下的0.083和双调制情况下的0.035。 展开更多
关键词 激光通信 自相关 随机调制 大气湍流
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Flexible electrically pumped random lasing from ZnO nanowires based on metal–insulator–semiconductor structure 被引量:1
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作者 阙妙玲 王贤迪 +1 位作者 彭轶瑶 潘曹峰 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第6期346-351,共6页
Flexible electrically pumped random laser(RL) based on ZnO nanowires is demonstrated for the first time to our knowledge. The ZnO nanowires each with a length of 5 μm and an average diameter of 180 nm are synthesized... Flexible electrically pumped random laser(RL) based on ZnO nanowires is demonstrated for the first time to our knowledge. The ZnO nanowires each with a length of 5 μm and an average diameter of 180 nm are synthesized on flexible substrate(ITO/PET) by a simple hydrothermal method. No obvious visible defect-related-emission band is observed in the photoluminescence(PL) spectrum, indicating that the ZnO nanowires grown on the flexible ITO/PET substrate have few defects. In order to achieve electrically pumped random lasing with a lower threshold, the metal–insulator–semiconductor(MIS) structure of Au/SiO_2/ZnO on ITO/PET substrate is fabricated by low temperature process. With sufficient forward bias, the as-fabricated flexible device exhibits random lasing, and a low threshold current of ~ 11.5 m A and high luminous intensity are obtained from the ZnO-based random laser. It is believed that this work offers a case study for developing the flexible electrically pumped random lasing from ZnO nanowires. 展开更多
关键词 FLEXIBLE random laser ZnO nanowires MIS structure
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薄板件高精度测量线激光连续扫描路径规划
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作者 徐诚智 赵文政 刘银华 《组合机床与自动化加工技术》 北大核心 2024年第4期149-153,共5页
线激光检测技术以其高精度的特点在复杂零部件检测中获得广泛应用,扫描路径规划结果对三维薄板件检测精度具有重要影响。由于线激光具有连续逐行扫描、单帧数据呈直线分布等特点,基于离散视点的规划方法难以实现被测件的各型面关键特征... 线激光检测技术以其高精度的特点在复杂零部件检测中获得广泛应用,扫描路径规划结果对三维薄板件检测精度具有重要影响。由于线激光具有连续逐行扫描、单帧数据呈直线分布等特点,基于离散视点的规划方法难以实现被测件的各型面关键特征点的自动覆盖测量。为此,提出一种面向检测精度的多目标优化连续覆盖路径规划算法。首先,综合考虑路径长度、传感器入射角等因素,构建线激光连续扫描路径的多目标优化模型;其次,引入搜索随机树规划策略,通过对不确定度指数的迭代优化实现复杂结构件的全型面上关键特征点覆盖路径规划;最后,结合车门总成扫描案例开展应用验证,并与传统三维覆盖路径规划方法进行对比分析。结果显示所提出方法的测点平均不确定度指数较比较方法有所降低,验证了所提出方法的有效性和可行性。 展开更多
关键词 复杂薄板件 线激光测量 连续路径规划 覆盖式生长随机树算法
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机器学习参与山区村落影像点云分类的研究
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作者 李霞 杨正维 +2 位作者 黄俊伟 杨亚复 高莎 《激光技术》 CAS CSCD 北大核心 2024年第2期288-294,共7页
为了利用点云技术更好地获取地表信息,用无人机AA1300的内置光学镜头采集影像数据,构建2-D的数字正射影像地图(DOM),悬挂GS-1350N镜头采集3-D的激光雷达点云;通过k最近邻法(KNN)、支持向量机法(SVM)和随机森林法(RF)来实现DOM分类,用定... 为了利用点云技术更好地获取地表信息,用无人机AA1300的内置光学镜头采集影像数据,构建2-D的数字正射影像地图(DOM),悬挂GS-1350N镜头采集3-D的激光雷达点云;通过k最近邻法(KNN)、支持向量机法(SVM)和随机森林法(RF)来实现DOM分类,用定量分析中精度高的方法分类3-D点云,并进行了2-D和3-D的分类映射对比分析。结果表明,2-D的DOM分类中,相对于KNN和SVM,RF的kappa系数分别高3.74%和2.16%,全局精度分别高4.04%和2.88%;2-D的分类结果通过直接线性变换到3-D点云中,可实现2-D和3-D的点云分类,映射精度达94.15%;而在相同条件下,相对于2-D/3-D点云映射,直接3-D点云分类能更完整地呈现地物信息。3-D点云的精准分类对获取地表信息是有帮助的。 展开更多
关键词 激光技术 图像处理 机器学习 随机森林分类法 高原山区乡村
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Effect of Pump Area on Lasing Modes in Active Random Media 被引量:6
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作者 谢应茂 刘正东 《Chinese Physics Letters》 SCIE CAS CSCD 2005年第11期2827-2830,共4页
我们在放射激光上调查泵区域的效果在活跃随机的媒介的模式。就在一个真实试验性的系统的结构特征而言,随机的媒介被划分成二个区域,即泵和非泵区域。放射激光的依赖泵区域上的模式品质上借助于放射激光与适当的泵光与本地 aperiodicq... 我们在放射激光上调查泵区域的效果在活跃随机的媒介的模式。就在一个真实试验性的系统的结构特征而言,随机的媒介被划分成二个区域,即泵和非泵区域。放射激光的依赖泵区域上的模式品质上借助于放射激光与适当的泵光与本地 aperiodicquasi 结构在活跃随机的媒介在被归功于到复杂局部性的模式的相互作用的模型被解释。在那里存在不同的泵为放射激光缩放,与不同模式。作为在这个随机的系统的泵尺寸减少,放射激光的模式的泵阀值增加。在在这个随机的系统的不同刺激区域有不同放射激光模式。这关于放射激光的依赖给我们一些信息在活跃随机的媒介的泵区域上的模式。 展开更多
关键词 激光发射模式 随机介质 非周期性 激励区域 激光散射
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人工智能辅助的太赫兹成像无标记检测识别方法研究
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作者 王少娜 郭艳苗 +1 位作者 郭泽康 李响 《测试技术学报》 2024年第2期93-99,共7页
低强度激光治疗(Low-level Laser Therapy,LLLT)是一种可以提供局部治疗的新型无创光动力疗法。现有不同病症下光配方检测方法复杂而且对专业经验要求高,限制了LLLT的发展。为了检测急性肺损伤(Acute Lung Injury,ALI)的LLLT高效光配方... 低强度激光治疗(Low-level Laser Therapy,LLLT)是一种可以提供局部治疗的新型无创光动力疗法。现有不同病症下光配方检测方法复杂而且对专业经验要求高,限制了LLLT的发展。为了检测急性肺损伤(Acute Lung Injury,ALI)的LLLT高效光配方,提出人工智能(Artificial Intelligence,AI)辅助的基于太赫兹(Terahertz,THz)成像的无标记识别方法。AI辅助的无标记THz成像可通过投票分类器自动识别。结果表明,AI辅助的THz成像自动识别方法对于不同光配方的LLLT其ALI的治疗效果识别率高达91.7%,可作为LLLT进一步开发和应用的新工具。 展开更多
关键词 低强度激光治疗 太赫兹成像 人工智能 随机森林 支持向量机
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Hot spots enriched plasmonic nanostructure-induced random lasing of quantum dots thin film 被引量:1
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作者 单锋 张晓阳 +1 位作者 吴静远 张彤 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第4期497-502,共6页
Here,a plasmon-enhanced random laser was achieved by incorporating gold nanostars(NS) into disordered polymer and Cd Se/Zn S quantum dots(QDs) gain medium films,in which the surface plasmon resonance of gold NS can gr... Here,a plasmon-enhanced random laser was achieved by incorporating gold nanostars(NS) into disordered polymer and Cd Se/Zn S quantum dots(QDs) gain medium films,in which the surface plasmon resonance of gold NS can greatly enhance the scattering cross section and bring a large gain volume.The random distribution of gold NS in the gain medium film formed a laser-mode resonator.Under a single-pulse pumping,the scattering center of gold NS-based random laser exhibits enhanced performance of a lasing threshold of 0.8 m J/cm^2 and a full width as narrow as 6 nm at half maximum.By utilizing the local enhancement characteristic of the electric field at the sharp apexes of the gold NS,the emission intensity of the random laser was increased.In addition,the gold NS showed higher thermal stability than the silver nanoparticles,withstanding high temperature heating up to 200?C.The results of metal nanostructures with enriched hot spots and excellent temperature stability have tremendous potential applications in the fields of biological identification,medical diagnostics,lighting,and display devices. 展开更多
关键词 激光模式 随机 电影 量点 放射 NS 黄金 聚合物
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基于激光诱导击穿光谱(LIBS)的煤灰熔点快速检测
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作者 鄢嘉懿 王艺陶 李燕 《中国无机分析化学》 CAS 北大核心 2024年第2期191-196,共6页
由于劣质煤的存在,燃煤时锅炉内极易出现结渣问题,不仅降低了煤的利用率、电厂的经济效益,且使火电厂存在安全隐患,如管壁超温爆管等,不符合国家节能减排的发展战略要求。因此炉内结渣是影响火电机组和气化工艺可靠运行的关键因素之一,... 由于劣质煤的存在,燃煤时锅炉内极易出现结渣问题,不仅降低了煤的利用率、电厂的经济效益,且使火电厂存在安全隐患,如管壁超温爆管等,不符合国家节能减排的发展战略要求。因此炉内结渣是影响火电机组和气化工艺可靠运行的关键因素之一,准确预测灰熔点可以提前调整炉膛出口温度以避免结渣。采用激光诱导击穿光谱仪(LIBS)对33个火电厂常用煤燃烧后得到的煤灰样品采集其中所有元素的光谱,分别建立煤灰中的所有元素的谱线强度与煤灰熔点的随机森林模型、支持向量机回归模型和线性回归模型,直接预测煤灰熔点温度。采用基于马氏距离(MD)的异常数据剔除算法和基于稀疏矩阵的基线估计与降噪算法(BEADS),对粉煤灰样的全光谱数据进行了预处理。将全部数据划分为70%训练集和30%测试集,并以平均相对误差(MRE)作为判断模型拟合程度的标准,其中随机森林模型对粉煤灰熔点的预测平均相对误差(MRE)为54.74%,支持向量机回归模型的预测平均相对误差为60.08%,而线性回归模型的预测平均相对误差达到了9.78%。研究结果表明,线性回归模型对煤灰熔点的预测结果更准确。将便携式LIBS光谱仪与机器学习算法相结合,用于煤灰熔点的快速检测,可有效避免锅炉结渣问题,实现火电厂安全性和经济效益的同步提高,有广阔的发展前景。 展开更多
关键词 激光诱导击穿光谱 粉煤灰 灰熔点 随机森林模型 支持向量机 线性回归
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A method to control the polarization of random terahertz lasing in two-dimensional disordered ruby medium
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作者 刘勇 刘劲松 王可嘉 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第9期216-221,共6页
Terahertz (THz) random lasing is studied numerically for two-dimensional disordered media made of ruby grains with a three-level atomic system.A method via the adjustment of the pumping area to control the polarizatio... Terahertz (THz) random lasing is studied numerically for two-dimensional disordered media made of ruby grains with a three-level atomic system.A method via the adjustment of the pumping area to control the polarization of the THz wave is proposed.Computed results reveal that transverse electric THz lasing modes could occur if pumping is supplied on the whole medium,while transverse magnetic THz lasing modes could occur if pumping is appropriately supplied on a partial area of the medium. 展开更多
关键词 介质极化 无序介质 面积控制 太赫兹 红宝石 随机 三能级原子系统 激射
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Random lasing from dye-doped negative liquid crystals using ZnO nanoparticles as tunable scatters
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作者 李龙武 尚真真 邓罗根 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第9期37-41,共5页
This work demonstrates the realization of a lasing in scattering media,which contains dispersive solution of Zn O nanoparticles(NPs) and laser dye 4-dicyanomethylene-2-methyle-6-(p-dimethylaminostyryl)-4H-pyran(DCM) i... This work demonstrates the realization of a lasing in scattering media,which contains dispersive solution of Zn O nanoparticles(NPs) and laser dye 4-dicyanomethylene-2-methyle-6-(p-dimethylaminostyryl)-4H-pyran(DCM) in negative liquid crystals(LCs) that was injected into a cell.The lasing intensity of the dye-doped negative LC laser can be tuned from low to high if the NPs concentration is increased.The tunability of the laser is attributable to the clusters-sensitive feature in effective refractive index of the negative LCs.Such a tunable negative liquid crystal laser can be used in the fabrication of new optical sources,optical communication,and liquid crystal laser displays. 展开更多
关键词 ZNO纳米粒子 可调谐激光 随机激光 负性液晶 分散染料 掺杂液晶 有效折射率 散射介质
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