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“文件全文简便索求”——Grateful Med的一种文件特别索求形式 被引量:1
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作者 蔡汾岚 《医学信息学杂志》 CAS 1992年第3期62-63,共2页
美国国立医学图书馆建立的MEDLARS系统是当前世界最大的医学文献计算机检索系统,共包括30多个联机数据库,如 MEDLINE、TOXILINE、AIDSLINE 等已为我国用户熟知,而其中又以 MEDLINE 为最大,使用率最高。1986年美国国立医学图书馆推出 Gra... 美国国立医学图书馆建立的MEDLARS系统是当前世界最大的医学文献计算机检索系统,共包括30多个联机数据库,如 MEDLINE、TOXILINE、AIDSLINE 等已为我国用户熟知,而其中又以 MEDLINE 为最大,使用率最高。1986年美国国立医学图书馆推出 Grateful Med 检索软件(目前使用到第五版),使用户方便地检索 MELARS 数据库文献题录,但欲得到原文仍需求助于图书馆。最近在 Grateful Med 基础上发展了“文件全文简便索求”形式—Loansome Doc,使检索二次文献与索求文献全文一气呵成,目前正在部分地区网络试行,计划在 Grateful Med 第六版实现。这一功能的实现是文献情报工作的又一重大进展,对实现更大范围的文献资源共享具有极为重要的意义。为此美国国会特别拨款3300万美元支持计划实施,五年内将全面提供利用。现将 Loansome Doc 介绍摘译如下。 展开更多
关键词 国立医学图书馆 文件全文 grateful MED 计算机检索系统 联机数据库 检索软件 系列数据库 地区网络 美国国会 文章期刊
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MEDLARS微机检索软件——GRATEFUL MED
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作者 李丹亚 《医学信息学杂志》 CAS 1990年第3期66-68,共3页
GRATEFUL MED是以用户友好方式检索美国国立医学图书馆(NLM)MEDLARS数据库的微机软件包。它旨在方便用户,具有简化常常使用户感到困惑的通讯联系和检索操作命令的作用,即使用户不了解MEDLARS系统的检索语言,也能很容易地获取所需文献。... GRATEFUL MED是以用户友好方式检索美国国立医学图书馆(NLM)MEDLARS数据库的微机软件包。它旨在方便用户,具有简化常常使用户感到困惑的通讯联系和检索操作命令的作用,即使用户不了解MEDLARS系统的检索语言,也能很容易地获取所需文献。这一软件自1986年2月问世以来已经销售了16000多份拷贝。 GRATEFUL MED可以在IBM PC机或兼容微机(4.0版本,1988年12月发行),以及苹果公司的Macintosh系列微型机(1.0版本,1989年9月发行)上运行。 展开更多
关键词 国立医学图书馆 grateful MED MEDLARS 检索软件 检索语言 操作命令 通讯联系 文献题录 检索式 作者名字
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The Attics of My Life: Joy Within the Melancholic Lyrics of John Keats and The Grateful Dead
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作者 Susan Peterson 《Journal of Literature and Art Studies》 2016年第11期1286-1292,共7页
This essay is a culmination of intensive research exploring the commonality between Dr. John Keats' poetry and the lyrics of The Grateful Dead. As this is the 50th anniversary of The Grateful Dead, it is appropriate ... This essay is a culmination of intensive research exploring the commonality between Dr. John Keats' poetry and the lyrics of The Grateful Dead. As this is the 50th anniversary of The Grateful Dead, it is appropriate to celebrate that with a scholarly paper. In teaching my course The GrateJid Dead as Poets I discovered compelling intersections between English Romantic poetry and the lyrics of The Grateful Dead. These findings are useful and important because the work of the Dead spans five decades and endures in ways that assure their place in literary history as well as the music world. The importance of The Grateful Dead cannot be overstated. They bring hope, love, joy and philanthropy to the world, as did the English Romantic poets. There is much yet to explore; this essay is about only a few of the many Grateful Dead lyrics. 展开更多
关键词 John Keats The grateful Dead MELANCHOLY OPTIMISM succor
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Learn to Be Grateful
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作者 朱少博 《中学英语园地(高二版)》 2007年第11期21-22,共2页
How long has it been since you had the feeling of being moved? Do you feel grateful when you taste the delicious dinner your mother
关键词 FEELING grateful DINNER MOTHER SOMEONE TASTE moved
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基于FBG-3D打印的加强肋土工格栅拉拔试验
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作者 陈智富 张孟喜 +1 位作者 戴治恒 陈昌茂 《上海大学学报(自然科学版)》 北大核心 2026年第1期116-129,共14页
基于3D打印技术和光纤布拉格光栅(fiber Bragg grating, FBG)制备了一种加强肋中内嵌FBG压力传感区的加强肋土工格栅,通过试验验证了压力传感区在土中工作的可靠性.通过室内拉拔试验研究了加强肋格栅在不同加强肋高度、间距和数量下的... 基于3D打印技术和光纤布拉格光栅(fiber Bragg grating, FBG)制备了一种加强肋中内嵌FBG压力传感区的加强肋土工格栅,通过试验验证了压力传感区在土中工作的可靠性.通过室内拉拔试验研究了加强肋格栅在不同加强肋高度、间距和数量下的拉拔界面特性,以及拉拔过程中加强肋侧压力的变化规律,基于刺入剪切破坏理论提出加强肋被动侧压力理论计算公式.结果表明,加强肋可以有效提高土工格栅的抗拉拔特性,土工格栅的极限拉拔力随着加强肋高度和数量的增加而增大,而加强肋间距过小会使极限拉拔力减小;加强肋被动侧压力先随拉拔位移的增加而逐渐增大,达到峰值后趋于稳定,加强肋主动侧压力则先下降后趋于稳定,纵肋上加强肋被动侧压力略小于网格上加强肋;在多加强肋情况下,拉拔方向后侧加强肋被动侧压力会减小,加强肋间距越小,被动侧压力减小幅度越大;加强肋被动侧压力理论计算结果与试验结果基本吻合.所得结果验证了将FBG传感器嵌入土工格栅加强肋监测侧压力的可行性,深化了加强肋土工格栅与填土间相互作用的机制理论. 展开更多
关键词 光纤布拉格光栅(fiber Bragg grating FBG) 3D打印 加强肋土工格栅 拉拔试验 拉拔界面特性 加强肋侧压力
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Two-dimensional grating line parameter calibration based on biaxial phase mapping
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作者 TENG Hai-rui LIANG Xu +3 位作者 JIN Si-yu SUN Yu-jia LI Wen-hao LIU Zhao-wu 《中国光学(中英文)》 北大核心 2026年第2期407-420,共14页
The two-dimensional grating serves as a critical component in plane grating interferometers for achieving high-precision multidimensional displacement measurements.The calibration of grating groove density and orthogo... The two-dimensional grating serves as a critical component in plane grating interferometers for achieving high-precision multidimensional displacement measurements.The calibration of grating groove density and orthogonality error of grating grooves not only improves the positioning accuracy of grating interferometers but also provides essential feedback for optimizing two-dimensional grating fabrication.This study proposes a method for simultaneous calibration of these parameters using orthogonal heterodyne laser interferometry.A two-dimensional grating interferometer is built with the grating to be measured,and a biaxial laser interferometer provides a displacement reference for it.The phase mapping relationship between grating interference and laser interference is established.The interference phase information obtained by any two displacements can simultaneously solve the above three parameters and obtain the grating installation error.The feasibility of the proposed method is verified by using a 1200 gr/mm two-dimensional grating.The standard deviation of the grating groove density in the X and Y directions is 0.012 gr/mm and 0.014 gr/mm,respectively.The standard deviation of the orthogonality error of grating grooves is 0.004°,and the standard deviation of the installation error is 0.002°.Compared with the atomic force microscope method,the consistency of the grating groove density in the X and Y directions is better than 0.03 gr/mm and 0.06 gr/mm,and the orthogonality error of grating grooves is better than 0.008°.The experimental results show that the proposed method can be simply and efficiently applied to the calibration of the grating line parameters of the two-dimensional grating. 展开更多
关键词 two-dimensional grating grating line parameter calibration grating groove density orthogonality error of grating grooves
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High performance multifunction integrated optic circuits base on thin-film lithium niobate
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作者 QU Bai-Ang GUO Hong-Jie +4 位作者 YANG Yong-Kang CHEN Wen-Bin ZHANG Xue-Chen GUO Wen-Tao TAN Man-Qing 《红外与毫米波学报》 北大核心 2026年第1期30-35,共6页
This paper introduces an innovative Multifunction Integrated Optic Circuit(MIOC)design utilizing thin-film lithium niobate,surpassing traditional bulk waveguide-based MIOCs in terms of size,half-wave voltage requireme... This paper introduces an innovative Multifunction Integrated Optic Circuit(MIOC)design utilizing thin-film lithium niobate,surpassing traditional bulk waveguide-based MIOCs in terms of size,half-wave voltage requirements,and integration capabilities.By implementing a sub-wavelength grating structure,we achieve a Po⁃larization Extinction Ratio(PER)exceeding 29 dB.Furthermore,our electrode design facilitates a voltage-length product(V_(π)L)below 2 V·cm,while a double-tapered coupling structure significantly reduces insertion loss.This advancement provides a pivotal direction for the miniaturization and integration of optical gyroscopes,marking a substantial contribution to the field. 展开更多
关键词 multifunction integrated optic circui(t MIOC) thin-film lithium niobate sub-wavelength grating polarization extinction ratio
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Machine learning driven inverse design of devices and components for optical communication and sensing systems:a comprehensive review
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作者 Md Moinul Islam Khan Md Hosne Mobarok Shamim +3 位作者 Abdullah Nafis Khan Md Saifuddin Faruk Mudassir Masood Mohammed Zahed Mustafa Khan 《Advanced Photonics Nexus》 2026年第1期26-60,共35页
We discuss recent progress in using machine-learning(ML)-enabled inverse design techniques applied to photonic devices and components.Specifically,we highlight the design of optical sources,including fiber and semicon... We discuss recent progress in using machine-learning(ML)-enabled inverse design techniques applied to photonic devices and components.Specifically,we highlight the design of optical sources,including fiber and semiconductor lasers,as well as Raman and semiconductor optical amplifiers.Although inverse design approaches for optical detectors remain relatively underexplored,we examine optical layers,particularly metamaterial absorbers,as promising candidates for high-performance optical detection.In addition,we underscore advancements in inverse designing passive optical components,including beam splitters,gratings,and optical fibers.These optical blocks are fundamental in developing next-generation standalone optical communication systems and optical sensing networks,including integrated sensing and communication technologies.While categorizing various reported deep learning architectures across five paradigms,we offer a paradigm-based perspective that reveals how different ML techniques function within modern inverse design methods and enable fast,data-driven solutions that significantly reduce design time and computational demands compared with traditional optimization methods. 展开更多
关键词 machine learning deep learning inverse design photonic device semiconductor laser fiber laser Raman amplifier semiconductor optical amplifier fiber amplifier optical fiber power splitter grating fiber Bragg grating metagrating COUPLER metamaterial absorber
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Inverse design of 3D integrated high-efficiency grating couplers using deep learning
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作者 Yu Wang Yue Wang +4 位作者 Guohui Yang Kuang Zhang Xing Yang Chunhui Wang Yu Zhang 《Chinese Physics B》 2026年第2期363-373,共11页
In recent years,the use of deep learning to replace traditional numerical methods for electromagnetic propagation has shown tremendous potential in the rapid design of photonic devices.However,most research on deep le... In recent years,the use of deep learning to replace traditional numerical methods for electromagnetic propagation has shown tremendous potential in the rapid design of photonic devices.However,most research on deep learning has focused on single-layer grating couplers,and the accuracy of multi-layer grating couplers has not yet reached a high level.This paper proposes and demonstrates a novel deep learning network-assisted strategy for inverse design.The network model is based on a multi-layer perceptron(MLP)and incorporates convolutional neural networks(CNNs)and transformers.Through the stacking of multiple layers,it achieves a high-precision design for both multi-layer and single-layer raster couplers with various functionalities.The deep learning network exhibits exceptionally high predictive accuracy,with an average absolute error across the full wavelength range of 1300–1700 nm being only 0.17%,and an even lower predictive absolute error below 0.09%at the specific wavelength of 1550 nm.By combining the deep learning network with the genetic algorithm,we can efficiently design grating couplers that perform different functions.Simulation results indicate that the designed single-wavelength grating couplers achieve coupling efficiencies exceeding 80%at central wavelengths of 1550 nm and 1310 nm.The performance of designed dual-wavelength and broadband grating couplers also reaches high industry standards.Furthermore,the network structure and inverse design method are highly scalable and can be applied not only to multi-layer grating couplers but also directly to the prediction and design of single-layer grating couplers,providing a new perspective for the innovative development of photonic devices. 展开更多
关键词 deep learning inverse design grating couplers photonic devices
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Femtosecond laser-induced sub-50-nm period nanogratings with ultrahigh uniformity on graphite under water immersion
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作者 Qingyu Li Feng Zhou Min Huang 《International Journal of Extreme Manufacturing》 2026年第1期573-600,共28页
Laser-induced periodic surface structures(LIPSS)have gained increasing attention in the field of micro/nano fabrication,although achieving sub-100-nm period LIPSS with high uniformity remains a significant challenge.I... Laser-induced periodic surface structures(LIPSS)have gained increasing attention in the field of micro/nano fabrication,although achieving sub-100-nm period LIPSS with high uniformity remains a significant challenge.In this work,towards deep-subwavelength LIPSS on highly oriented pyrolytic graphite(HOPG),we demonstrate that ultra-uniform nanogratings of sub-50-nm periods and near-10-nm groove widths can be stably prepared via 800-nm femtosecond laser scanning irradiation with a high-NA objective lens under water immersion.The resulting nanogratings of strong polarization dependence,exhibiting exceptional surface flatness,period stability,and structural integrity,tend to appear at near-damage-threshold fluence regime with an appropriate effective pulse number.It turns out that the water immersion condition can significantly reduce the thermal effects of femtosecond laser ablation on HOPG,and thus via a mild,incubation-like scanning ablation process occurring in the nanogrooves with a continuous or jumping manner,this deep-subwavelength grating can achieve robust elongation growth,ensuring its long-range uniformity as well as minimal deposited debris and structural defects.Interestingly,the different incubation extension mechanisms for the mutually perpendicular and parallel settings between scanning direction and laser polarization bring not only distinct effective-pulse-number windows and somewhat different grating qualities,but also different extension stabilities in nanograting stitching via overlapping scanning lines and thus the optimal scanning strategy of parallel setting for large-area processing.In short,this study presents a convenient laser-processing approach for high precision fabrication of sub-50-nm gratings on HOPG,which would provide new insights into micro/nano-fabrication for optoelectronic metasurfaces and physics of the interaction between ultrafast laser and graphite. 展开更多
关键词 deep-subwavelength grating femtosecond laser processing water immersion ultrahigh uniformity highly oriented pyrolytic graphite
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Portable broadband astronomical spectrograph
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作者 Xiaolin Huang Jiajia Wu +5 位作者 Yuan Liang Liang Wang Chuandong Chen E Xiang Zhengyang Li Kai Zhang 《Astronomical Techniques and Instruments》 2026年第2期184-194,共11页
Astronomical spectroscopy is a critical tool in many advanced research topics such as cosmic origin,galaxy evolution,stellar formation,and exoplanet detection.Medium-to-large aperture optical telescopes equipped with ... Astronomical spectroscopy is a critical tool in many advanced research topics such as cosmic origin,galaxy evolution,stellar formation,and exoplanet detection.Medium-to-large aperture optical telescopes equipped with various spectrographs are suitable for many large programs.However,many small-aperture(30-80 cm)telescopes have the potential to perform quick and flexible observations in the astronomical field.Using current technology,most portable astronomical spectrographs can capture broadband spectra by rotating or changing the gratings to scan the spectrum at multiple exposures.This paper presents a portable broadband astronomical spectrograph(called ESPEC-2)that features an echelle grating as the main disperser and a group of collimating and imaging lenses to simplify the optical system.For 30-80 cm aperture telescopes,the lightweight prototype(~3.5 kg)enables spectral observation with a spectral resolution of R≥6200 over a wavelength range of 400-900 nm with a single exposure.Moreover,it can be directly mounted on the telescope’s focus or connected via optical fiber.Its portability and versatility make it suitable for use as a general-purpose spectrograph in other scientific experiments.The developed compact broadband spectrograph is expected to make significant contributions to scientific research,outreach,and education. 展开更多
关键词 Astronomical spectrograph Broadband spectroscopy Echelle grating
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YUTONG BUS: Grateful To The Financial Crisis
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作者 Zhou Dan Staff reporter 《中国汽车(英文版)》 2009年第2期61-,共1页
Shenyin&Wanguo Securities issued an announcement on Jan 9 rating Yutong Bus(600066)as"buying",on the basis that the bus maker's gross profits went better in the last quarter of 2008 and to be further... Shenyin&Wanguo Securities issued an announcement on Jan 9 rating Yutong Bus(600066)as"buying",on the basis that the bus maker's gross profits went better in the last quarter of 2008 and to be further improved in the first quarter of 2009,with an increased market share. The report drew attention inside the in- dustry when the entire bus segment was suffering a tough time. 展开更多
关键词 grateful To The Financial Crisis YUTONG BUS THAN BUS MORE
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基于EFBG的海水入侵地下水盐度监测模拟试验研究
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作者 方锦辉 郭君仪 +3 位作者 姜洪涛 施斌 孙梦雅 魏广庆 《工程地质学报》 北大核心 2025年第3期1206-1215,共10页
海水入侵是沿海地区不可忽视的重大灾害,将导致水质恶化、土壤盐渍化等问题,因此,地下水盐度的原位及实时监测具有重要意义。本文提出了一种基于FBG(Fiber Bragg Grating)滤波特性的盐度传感器。采用化学腐蚀法腐蚀光纤包层,使FBG对外... 海水入侵是沿海地区不可忽视的重大灾害,将导致水质恶化、土壤盐渍化等问题,因此,地下水盐度的原位及实时监测具有重要意义。本文提出了一种基于FBG(Fiber Bragg Grating)滤波特性的盐度传感器。采用化学腐蚀法腐蚀光纤包层,使FBG对外界折射率敏感,从而实现盐度传感。通过MATLAB软件模拟了不同腐蚀程度的FBG的中心波长与盐度的关系,验证了该方法在理论上的可行性。同时对EFBG(Etched Fiber Bragg Grating)分别进行温度和盐度灵敏度的测试,并引入一根未腐蚀的FBG进行温度补偿,实现盐度和温度的同时测量。试验结果表明:不同腐蚀程度的EFBG的波长漂移量与盐度均成线性关系,在一定范围内腐蚀程度越高,盐度灵敏度系数越大,最大可达29.432 pm/%,证明了EFBG对海水盐度测量具有一定可行性。最后提出了一种适用于地下水盐度原位监测的封装方法,为沿海地区海水入侵的研究提供了一种新的测量手段。 展开更多
关键词 EFBG(Etched fiber Bragg grating) 海水盐度 模拟试验 可行性
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Design optimization of a sensitivity-enhanced tilt sensor based on femtosecond fiber bragg grating 被引量:1
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作者 Nutsuglo Theophilus GUO Yong-xing +3 位作者 ZHOU Wan-huan YU Hai-sheng REN Ru-hua SHEN Shun-an 《中国光学(中英文)》 北大核心 2025年第4期908-920,共13页
Aiming at the requirement for high-precision tilt monitoring in the field of structural health monitoring(SHM),this paper proposes a sensitivity-enhanced tilt sensor based on a femtosecond fiber Bragg grating(FBG).Fir... Aiming at the requirement for high-precision tilt monitoring in the field of structural health monitoring(SHM),this paper proposes a sensitivity-enhanced tilt sensor based on a femtosecond fiber Bragg grating(FBG).Firstly,structural design of the tilt sensor was conducted based on static mechanics principles.By positioning the FBG away from the beam’s neutral axis,linear strain enhancement in the FBG was achieved,thereby improving sensor sensitivity.The relationship between FBG strain,applied force,and the offset distance from the neutral axis was established,determining the optimal distance corresponding to maximum strain.Based on this optimization scheme,a prototype of the tilt sensor was designed,fabricated,and experimentally tested.Experimental results show that the FBG offset distance yielding maximum sensitivity is 4.4 mm.Within a tilt angle range of−30°to 30°,the sensor achieved a sensitivity of 129.95 pm/°and a linearity of 0.9997.Compared to conventional FBG-based tilt sensors,both sensitivity and linearity were significantly improved.Furthermore,the sensor demonstrated excellent repeatability(error<0.94%),creep resistance(error<0.30%),and temperature stability(error<0.90%).These results demonstrate the sensor’s excellent potential for SHM applications.The sensor has been successfully deployed in an underground pipeline project,conducting long-term monitoring of tilt and deformation in the steel support structures,further proving its value for engineering safety monitoring. 展开更多
关键词 fiber Bragg grating tilt sensor sensitivity-enhanced femtosecond FBG
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Preparation and sensing characteristics of long-period fiber gratings based on periodic microchannels 被引量:1
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作者 SUN Cai LI Yuan-jun +6 位作者 YANG He-er PAN Xue-peng LIU Shan-ren WANG Bo GAO Meng-meng GUO Qi YU Yong-sen 《中国光学(中英文)》 北大核心 2025年第1期198-205,共8页
Long-period fiber gratings have the advantages of small size,corrosion resistance,anti-electro-magnetic interference,and high sensitivity,making them widely used in biomedicine,the power industry,and aerospace.This pa... Long-period fiber gratings have the advantages of small size,corrosion resistance,anti-electro-magnetic interference,and high sensitivity,making them widely used in biomedicine,the power industry,and aerospace.This paper develops a long-period fiber grating sensor based on periodic microchannels.First,a series of linear structures were etched in the cladding of a single-mode fiber by femtosecond laser microma-chining.Then,the laser-modified region was selectively eroded by selective chemical etching to obtain the periodic microchannel structure.Finally,the channels were filled with polydimethylsiloxane(PDMS)to im-prove the spectral quality.The experimental results show that the sensor has good sensitivity in the measure-ment of various parameters such as temperature,stress,refractive index(RI),and bending.It has a temperat-ure sensitivity of−55.19 pm/℃,a strain sensitivity of−3.19 pm/με,a maximum refractive index sensitivity of 540.28 nm/RIU,and a bending sensitivity of 2.65 dB/m^(-1).All of the measurement parameters show good lin-ear responses.The sensor has strong application prospects in the field of precision measurement and sensing. 展开更多
关键词 long-period fiber gratings femtosecond laser micromachining fiber sensors
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Surface plasmon resonance-based absorption across scales from superwavelength to subwavelength gratings 被引量:1
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作者 Zhisen Huang Qian Zhang +2 位作者 Qiang Song Shanwen Zhang Changhe Zhou 《Advanced Photonics Nexus》 2025年第3期22-28,共7页
Metal micro-nano grating has received much attention due to its ability to provide high-efficiency light absorption.However,the current research scales of these metal gratings are focused on subwavelengths,and little ... Metal micro-nano grating has received much attention due to its ability to provide high-efficiency light absorption.However,the current research scales of these metal gratings are focused on subwavelengths,and little attention has been paid to the absorption properties of metal gratings at other scales.We investigate the absorption properties of metal gratings based on surface plasmon resonance(SPR)across the scales from superwavelength to subwavelength.Under grazing incidence,we observe continuous strong absorption phenomena from superwavelength to subwavelength Al triangle-groove gratings(TGGs).Perfect absorption is realized at the subwavelength scale,whereas the maximum absorption at all other scales exceeds 74%.The electric field distribution gives the mechanism of the strong absorption phenomenon attributed to SPR on the surface of Al TGGs at different scales.In particular,subwavelength Al TGGs have perfectly symmetric absorption properties for different blaze angles,and the symmetry is gradually broken as the grating period’s scale increases.Furthermore,taking Al gratings with varying groove shapes for example,we extend the equivalence rule of grating grooves to subwavelength from near-wavelength and explain the symmetric absorption properties in Al TGGs.We unify the research of metal grating absorbers outside the subwavelength scale to a certain extent,and these findings also open new perspectives for the design of metal gratings in the future. 展开更多
关键词 perfect absorption surface plasmon resonance superwavelength grating subwavelength grating equivalence rule of grating grooves
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Time series prediction model for compressive strength of ore pellets produced by straight grate 被引量:1
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作者 Feng Cao Min Gan +5 位作者 Xiao-hui Fan Xu-ling Chen Zhen-xiang Feng Xiao-xian Huang Zhuo-zhang Liao Cheng-hao Xie 《Journal of Iron and Steel Research International》 2025年第8期2320-2333,共14页
The compressive strength of the pellets is a key indicator that determines the production efficiency in straight grate.It usually relies on manual sampling and testing,which is cumbersome and inefficient.To address th... The compressive strength of the pellets is a key indicator that determines the production efficiency in straight grate.It usually relies on manual sampling and testing,which is cumbersome and inefficient.To address this,a time series prediction model for pellet compressive strength was developed,combining a gradient boosting decision tree with a temporal convolutional network(GBDT-TCN).Firstly,the key physical characteristics of the pellet production process were established through the feature construction method,and then the multicollinear features were eliminated based on the Spearman correlation coefficient.The final selection of feature parameters,amounting to 9,was determined using recursive feature elimination(RFE)method.Finally,the GBDT algorithm was used to establish the nonlinear relationship between these features and the compressive strength.The GBDT prediction results and process data were constructed into a time series dataset,which was input into the TCN unit cascade model.The time series information was captured through the distribution coefficient of the loss function in the time series.Results illustrate that the GBDT-TCN method proposed performs well in the task of predicting the compressive strength of pellets.Compared with the prediction model using only GBDT,the accuracy within±100 N is increased from 83.33%to 90.00%. 展开更多
关键词 Straight grate PELLET Compressive strength Multi-feature fusion Prediction GBDT-TCN
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Controllable two-dimensional asymmetric diffraction grating via vortex light in a semiconductor double quantum wells system 被引量:1
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作者 Kunpeng Zhao Duo Zhang +1 位作者 Junbing Guo Jiaqian Li 《Communications in Theoretical Physics》 2025年第8期49-58,共10页
We present a theoretical scheme to realize two-dimensional(2D)asymmetric diffraction grating in a five-level inverted Y-type asymmetric double semiconductor quantum wells(SQWs)structure with resonant tunneling.The SQW... We present a theoretical scheme to realize two-dimensional(2D)asymmetric diffraction grating in a five-level inverted Y-type asymmetric double semiconductor quantum wells(SQWs)structure with resonant tunneling.The SQW structure interacts with a weak probe laser field,a spatially independent 2D standing-wave(SW)field,and a Laguerre–Gaussian(LG)vortex field,respectively.The results indicate that the diffraction patterns are highly sensitive to amplitude modulation and phase modulation.Because of the existence of vortex light,it is possible to realize asymmetric high-order diffraction in the SQW structure,and then a 2D asymmetric grating is established.By adjusting the detunings of the probe field,vortex field,and SW field,as well as the interaction length,diffraction intensity,and direction of the 2D asymmetric electromagnetically induced grating(EIG)can be controlled effectively.In addition,the number of orbital angular momenta(OAM)and beam waist parameter can be used to modulate the diffraction intensity and energy transfer of the probe light in different regions.High-order diffraction intensity is enhanced and high-efficiency 2D asymmetric diffraction grating with different diffraction patterns is obtained in the scheme.Such 2D asymmetric diffraction grating may be beneficial to the research of optical communication and innovative semiconductor quantum devices. 展开更多
关键词 asymmetric diffraction grating standing-wave field laguerre-gaussian vortex field diffraction property semiconductor quantum well
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785 nm semiconductor laser with shallow etched gratings
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作者 YUE Yu-xin ZOU Yong-gang +5 位作者 FAN Jie FU Xi-yao ZHANG Nai-yu SONG Ying-min HUANG Zhuo-er MA Xiao-hui 《中国光学(中英文)》 北大核心 2025年第4期931-946,共16页
A new type of 785 nm semiconductor laser device has been proposed.The thin cladding and mode expansion layer structure incorporated into the epitaxy on the p-side significantly impacts the regulation of grating etchin... A new type of 785 nm semiconductor laser device has been proposed.The thin cladding and mode expansion layer structure incorporated into the epitaxy on the p-side significantly impacts the regulation of grating etching depth.Thinning of the p-side waveguide layer makes the light field bias to the n-side cladding layer.By coordinating the confinement effect of the cladding layer,the light confinement factor on the p-side is regulated.On the other hand,the introduction of a mode expansion layer facilitates the expansion of the mode profile on the p side cladding layer.Both these factors contribute positively to reducing the grating etching depth.Compared to the reported epitaxial structures of symmetric waveguides,the new structure significantly reduces the etching depth of the grating while ensuring adequate reflection intensity and maintaining resonance.Moreover,to improve the output performance of the device,the new epitaxial structure has been optimized.Based on the traditional epitaxial structure,an energy release layer and an electron blocking layer are added to improve the electronic recombination efficiency.This improved structure has an output performance comparable to that of a symmetric waveguide,despite being able to have a smaller gain area. 展开更多
关键词 surface grating etching depth epitaxial structure recombination efficiency gain area
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Design and fabrication of LWDM AWG for data centers with rates above 1.6 Tbps
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作者 HUANG Song CUI Peng-Wei +9 位作者 WANG Yue WANG Liang-Liang ZHANG Jia-Shun MA Jun-Chi ZHANG Chun-Xue GUO Li-Yong YANG Han-Ming WU Yuan-Da AN Jun-Ming SONG Ze-Guo 《红外与毫米波学报》 北大核心 2025年第3期406-412,共7页
A 16-channel arrayed waveguide grating(AWG)with an 800 GHz channel spacing in the O-band has been developed and fabricated based on silica planar lightwave circuit(PLC)technology.By extending the wave⁃length allocatio... A 16-channel arrayed waveguide grating(AWG)with an 800 GHz channel spacing in the O-band has been developed and fabricated based on silica planar lightwave circuit(PLC)technology.By extending the wave⁃length allocation from 8 channels to 16 channels as specified in IEEE 802.3bs,we increased the number of chan⁃nels and boosted transmission capacity to meet the 1.6 Tbps and higher-speed signal transmission requirements for future data centers.Through optimizing the AWG structure,it has achieved insertion loss(IL)better than-1.61 dB,loss uniformity below 0.35 dB,polarization-dependent loss(PDL)below 0.35 dB,adjacent channel cross⁃talk under-20.05 dB,ripple less than 0.75 dB,center wavelength offset under 0.22 nm and 1 dB bandwidth ex⁃ceeding 2.88 nm.The AWG has been successfully measured to transmit 53 Gbaud 4-level pulse amplitude modu⁃lation(PAM4)signal per channel and the total transmission speed can reach over 1.6 Tbps. 展开更多
关键词 local area network wavelength division multiplexing(LWDM) arrayed waveguide grating(AWG) O-band SILICA planar lightwave circuit(PLC)
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