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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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Investigating the Potential of Dental Zirconia Ceramics in Accelerator Couplers
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作者 WANG Lin SUN Liepeng +1 位作者 WU Zhengrong JIANG Guodong 《原子核物理评论》 北大核心 2025年第2期241-249,共9页
With rapid advancements in physics and particle medicine,the domestic accelerator industry has grown rapidly.During the 12th Five-Year Plan period,the Institute of Modern Physics of the Chinese Academy of Sciences too... With rapid advancements in physics and particle medicine,the domestic accelerator industry has grown rapidly.During the 12th Five-Year Plan period,the Institute of Modern Physics of the Chinese Academy of Sciences took on a plurality of accelerator projects.Nevertheless,the stability of the coupler,a crucial system within the cavities of accelerators,has encountered certain difficulties.The alumina ceramics,which constitute the core component of the coupler,are increasingly prone to breakage and solder joint failures due to their inferior environmental adaptability,inadequate mechanical properties,and high gas emissions.Conversely,with the advancements in medical technology and materials science,zirconia ceramics have emerged as a prospective remedy for these problems.This type of ceramic is highly esteemed for its outstanding environmental adaptability,remarkable mechanical properties,and excellent high-temperature resistance,exhibiting extraordinary value in dental applications.This study investigates the use of zirconia ceramics in a 162.5 MHz 3-1/8"standard ceramic window,combining experimental data with finite element RF simulations and multi-physics analysis.A new coupler featuring a zirconia ceramic window was tested on a Quarter-Wave Resonator,demonstrating excellent alignment between electromagnetic simulations and measurement results.This reveals the substantial application potential and practical worth of the zirconia ceramic material in the context of accelerators. 展开更多
关键词 dental zirconia ceramics coupler ceramic window dielectric constant tangent loss multi-physics field
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Advances in waveguide to waveguide couplers for 3D integrated photonic packaging
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作者 Drew Weninger Samuel Serna +2 位作者 Luigi Ranno Lionel Kimerling Anuradha Agarwal 《Light: Science & Applications》 2026年第1期70-118,共49页
In this paper,we provide an overview and comparison of devices used for optical waveguide-to-waveguide coupling including inter-chip edge couplers,grating couplers,free form couplers,evanescent couplers,cantilever cou... In this paper,we provide an overview and comparison of devices used for optical waveguide-to-waveguide coupling including inter-chip edge couplers,grating couplers,free form couplers,evanescent couplers,cantilever couplers,and optical wirebonds.In addition,technology for efficient transmission of light through chips is discussed including guided mode and free form photonic vias for substrates including silicon,glass,and organics.The results are discussed in the context of potential applications including co-packaged optics switch packages,replaceable biochemical sensors,optically connected memory,optical computing,integrated quantum photonics,and integrated LiDAR systems to show possible improvements in energy efficiency,performance,and cost. 展开更多
关键词 guided mode free form photonic vias free form couplers couplersfree form couplersevanescent couplerscantilever couplersand evanescent couplers grating couplers inter chip edge couplers optical wirebondsin
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Room-temperature test system for 162.5 MHz high-power couplers 被引量:2
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作者 Long Chen Shen-Hu Zhang +9 位作者 Yong-Ming Li Ruo-Xu Wang Tiancai Jiang Lei Yang Chun-Long Li An-Dong Wu Shi-Chun Huang Feng Pan Xin-Meng Liu Yuan He 《Nuclear Science and Techniques》 SCIE CAS CSCD 2019年第1期35-41,共7页
Fundamental power couplers are crucial components for feeding radio frequency power to accelerating cavities. Couplers must be tested and conditioned on a room-temperature test stand to evaluate and potentially improv... Fundamental power couplers are crucial components for feeding radio frequency power to accelerating cavities. Couplers must be tested and conditioned on a room-temperature test stand to evaluate and potentially improve their performance before being installed in an accelerating cavity. A new test system has been designed and is under construction at the institute of modern physics.For this test system, multiple conditioning modes, including the pulse mode, CW mode, and amplitude-sweeping mode, have been embedded in the low-level radio frequency system of the test stand. All of these conditioning modes can be run manually or automatically. In addition, a novel test cavity is proposed and has been designed, which facilitates non-contact conditioning and a multi-purpose test stand. 展开更多
关键词 couplers CONDITIONING TEST STAND LLRF control system TEST cavity
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Integrated model optocouplers 被引量:5
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作者 LIYinghui QITianyou 《Semiconductor Photonics and Technology》 CAS 1995年第1期77-80,共4页
Utilizing hybrid integration model.the integrated model optocouplers have successfully developed.The design,fabrication and characteristic parameters of the devices are presented.
关键词 Integrated Optoelectronics Hybrid Integrated Circuits Optical couplers INSULATION
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Two-Mode Converters at 1.3μm Based on Multimode Interference Couplers on InP Substrates 被引量:1
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作者 郭菲 陆丹 +3 位作者 张瑞康 王会涛 王圩 吉晨 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第2期39-42,共4页
Two-mode converters at 1.3μm, aiming at applications in mode-division multiplexing in Ethernet systems, are proposed and experimentally demonstrated. Based on multimode interference couplers, the two-mode converters ... Two-mode converters at 1.3μm, aiming at applications in mode-division multiplexing in Ethernet systems, are proposed and experimentally demonstrated. Based on multimode interference couplers, the two-mode converters with 50% and 66% mode conversion efficiencies are designed and fabricated on InP substrates. AIode conver- sion from the fundamental mode (TEo) to the first order mode (TE1) is successfully demonstrated within the wavelength range of 1280-1320nm. The 1.3-μm mode converters should be important devices in mode-division multiplexing systems in Ethernet systems. 展开更多
关键词 MODE INP Two-Mode Converters at 1.3 m Based on Multimode Interference couplers on InP Substrates of in TE on
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Analytical Study on Propagation Dynamics of Optical Beam in Parity-Time Symmetric Optical Couplers 被引量:1
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作者 周政 朱博 张丽娟 《Communications in Theoretical Physics》 SCIE CAS CSCD 2015年第4期406-412,共7页
We present exact analytical solutions to parity-time(P T) symmetric optical system describing light transport in P T-symmetric optical couplers. We show that light intensity oscillates periodically between two wavegui... We present exact analytical solutions to parity-time(P T) symmetric optical system describing light transport in P T-symmetric optical couplers. We show that light intensity oscillates periodically between two waveguides for unbroken P T-symmetric phase, whereas light always leaves the system from the waveguide experiencing gain when light is initially input at either waveguide experiencing gain or waveguide experiencing loss for broken P T-symmetric phase. These analytical results agree with the recent experimental observation reported by Ru¨ter et al. [Nat. Phys.6(2010) 192]. Besides, we present a scheme for manipulating P T symmetry by applying a periodic modulation. Our results provide an efficient way to control light propagation in periodically modulated P T-symmetric system by tuning the modulation amplitude and frequency. 展开更多
关键词 exact solutions parity-time symmetry optical couplers
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Numerical Analyses Optical Solitons in Dual Core Couplers with Kerr Law Nonlinearity
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作者 A. A. Al Qarni M. A. Banaja H. O. Bakodah 《Applied Mathematics》 2015年第12期1957-1967,共11页
In this paper, we present the results of numerical analysis of optical solitons in dual core couplers. We studied the optical couplers as an application for the non-linear Schr&ouml;dinger equation in the case of ... In this paper, we present the results of numerical analysis of optical solitons in dual core couplers. We studied the optical couplers as an application for the non-linear Schr&ouml;dinger equation in the case of Kerr law for non-linear and clarify the exact solution in this case. Then we have provided a numerical study of the effect of changing the constants in the form of the three types of solitons: bright soliton and dark solitons and singular soliton. 展开更多
关键词 Optical SOLITON Dual CORE couplers KERR LAW NONLINEARITY
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Analysis of As<sub>2</sub>S<sub>3</sub>-Ti: LiNbO<sub>3</sub>Taper Couplers Using Supermode Theory
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作者 Xin Xia Yifeng Zhou Christi K. Madsen 《Optics and Photonics Journal》 2012年第4期344-351,共8页
In this work, we develop a simulation method based on supermode theory and transfer matrix formalism, and then apply it to the analysis and design of taper couplers for vertically integrated As2S3 and Ti: LiNbO3 hybri... In this work, we develop a simulation method based on supermode theory and transfer matrix formalism, and then apply it to the analysis and design of taper couplers for vertically integrated As2S3 and Ti: LiNbO3 hybrid waveguides. Test structures based on taper couplers are fabricated and characterized. The experimental results confirm the validity of the modeling method, which in turn, is used to analyze the fabricated couplers. 展开更多
关键词 Optical Waveguides couplers Coupled Mode ANALYSIS
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Stabilizing Mechanism and Running Behavior of Couplers on Heavy Haul Trains 被引量:3
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作者 XU Ziqiang WU Qing +2 位作者 LUO Shihui MA Weihua DONG Xiaoqing 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2014年第6期1211-1218,共8页
Published studies in regard to coupler systems have been mainly focused on the manufacturing process or coupler strength issues. With the ever increasing of tonnage and length of heavy haul trains, lateral in-train fo... Published studies in regard to coupler systems have been mainly focused on the manufacturing process or coupler strength issues. With the ever increasing of tonnage and length of heavy haul trains, lateral in-train forces generated by longitudinal in-train forces and coupler rotations have become a more and more significant safety issue for heavy haul train operations. Derailments caused by excessive lateral in-train forces are frequently reported. This article studies two typical coupler systems used on heavy haul locomotives. Their structures and stabilizing mechanism are analyzed before the corresponding models are developed. Coupler systems models are featured by two distinct stabilizing mechanism models and draft gear models with hysteresis considered. A model set which consists of four locomotives and three coupler systems is developed to study the rotational behavior of different coupler systems and their implications for locomotive dynamics. Simulated results indicate that when the locomotives are equipped with the type B coupler system, locomotives can meet the dynamics standard on tangent tracks; while the dynamics performance on curved tracks is very poor. The maximum longitudinal in-train force for locomotives equipped with the type B coupler system is 2000 kN. Simulations revealed a distinct trend for the type A coupler system. Locomotive dynamics are poorer for the type A case when locomotives are running on tangent tracks, while the dynamics are better for the type A case when locomotives are running on curved tracks. Theoretical studies and simulations carried out in this article suggest that a combination of the two types of stabilizing mechanism can result in a good design which can significantly decrease the relevant derailments. 展开更多
关键词 dynamic heavy haul train coupler systems stable mechanism coupler angle safety
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CMOS compatible highly efficient grating couplers with a stair-step blaze profile 被引量:2
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作者 周亮 李智勇 +5 位作者 胡应涛 熊康 樊中朝 韩伟华 俞育德 余金中 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第7期238-242,共5页
A novel grating coupler with a stair-step blaze profile is proposed. The coupler is a CMOS process compatible device and can be used for light coupling in optical communication. The blaze profile can be optimized to o... A novel grating coupler with a stair-step blaze profile is proposed. The coupler is a CMOS process compatible device and can be used for light coupling in optical communication. The blaze profile can be optimized to obtain a high efficiency of 66.7% for the out-of-plane coupling at the centre wavelength of 1595 nm with a 1 dB bandwidth of 41 nm. Five key parameters of the stair-step blaze grating and their effects on the coupling are discussed for the application in L band telecommunication. 展开更多
关键词 grating coupler blaze profile integrated optics SILICON-ON-INSULATOR
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High efficiency grating couplers based on shared process with CMOS MOSFETs
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作者 仇超 盛振 +5 位作者 李乐 彭树根 武爱民 王曦 邹世昌 甘甫烷 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第2期298-301,共4页
Grating couplers are widely investigated as coupling interfaces between silicon-on-insulator waveguides and optical fibers.In this work,a high-efficiency and complementary metal-oxide-semiconductor(CMOS) process com... Grating couplers are widely investigated as coupling interfaces between silicon-on-insulator waveguides and optical fibers.In this work,a high-efficiency and complementary metal-oxide-semiconductor(CMOS) process compatible grating coupler is proposed.The poly-Si layer used as a gate in the CMOS metal-oxide-semiconductor field effect transistor(MOSFET) is combined with a normal fully etched grating coupler,which greatly enhances its coupling efficiency.With optimal structure parameters,a coupling efficiency can reach as high as ~ 70% at a wavelength of 1550 nm as indicated by simulation.From the angle of fabrication,all masks and etching steps are shared between MOSFETs and grating couplers,thereby making the high performance grating couplers easily integrated with CMOS circuits.Fabrication errors such as alignment shift are also simulated,showing that the device is quite tolerant in fabrication. 展开更多
关键词 grating coupler optical waveguide SILICON-ON-INSULATOR poly-silicon
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Visible-light all-fiber vortex lasers based on mode selective couplers
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作者 Chuchu Dong Jinhai Zou +4 位作者 Hongjian Wang Han Yao Xianglong Zeng Yikun Bu Zhengqian Luo 《Chinese Physics B》 SCIE EI CAS CSCD 2020年第9期136-141,共6页
We demonstrate visible-light all-fiber vortex lasers by incorporating the home-made mode selective couplers (MSCs). The MSC at green or red wavebands is fabricated by specially designing and fusing a single-mode fiber... We demonstrate visible-light all-fiber vortex lasers by incorporating the home-made mode selective couplers (MSCs). The MSC at green or red wavebands is fabricated by specially designing and fusing a single-mode fiber (SMF) and a few-mode fiber (FMF). The MSCs inserted into visible fiber cavities act as power splitters and mode converters from the LP01 to LP11 mode at green and red wavelengths, respectively. The red-light all-fiber vortex laser is formed by a 10-cm Pr3+/Yb3+:ZBLAN fiber, a fiber Bragg grating, a fiber end-facet mirror and the MSC at 635 nm, which generates vortex beams with OAM±1 at 634.4 nm and an output power of 13 mW. The green-light all-fiber vortex laser consists of a 12-cm Ho3+:ZBLAN fiber, two fiber pigtail mirrors, and the MSC at 550 nm, which generates vortex beams with OAM±1 at 548.9 nm and an output power of 3 mW. 展开更多
关键词 fiber laser vortex laser mode selective coupler VISIBLE-LIGHT
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Unitary transformation of general nonoverlapping-image multimode interference couplers with any input and output ports
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作者 Ze-Zheng Li Wei-Hua Han Zhi-Yong Li 《Chinese Physics B》 SCIE EI CAS CSCD 2020年第1期287-292,共6页
An explanation of optical unitary transformation is presented for general nonoverlapping-image multimode interference(MMI)couplers with any number of input and output ports.The light transformation in the MMI coupler ... An explanation of optical unitary transformation is presented for general nonoverlapping-image multimode interference(MMI)couplers with any number of input and output ports.The light transformation in the MMI coupler can be considered as an optical field matrix acting on an input light column vector.We investigate the general phase principle of output light image.The complete proof of nonoverlapping-image MMI coupler’s optical unitarity along with the phase analysis of matrix element is provided.Based on a two-dimensional finite-difference time-domain(2 D-FDTD)simulation,the unitary transformation is obtained for a 4×4 nonoverlapping-image MMI coupler within a deviation of 4×10-2 for orthogonal invariance and 8×10-2 for transvection invariance in the C-band spectral range.A compact 1×4 splitter based on cascaded MMI coupler is proposed,showing a phase deviation less than 5.4°while maintaining a low-loss performance in C-band spectra. 展开更多
关键词 multimode interference coupler optical unitary transformation integrated photonics
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New Type of Y-junction Hybrid Polymer Waveguide Couplers
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作者 GUAN Xiao-ping 《Semiconductor Photonics and Technology》 CAS 2000年第3期185-187,192,共4页
Optical couplers are the key components for signal distribution in optoelectronic transmitters and receivers. A new low-loss, large-angle Y-junction hybrid polymer optical coupler with an integrated microprism has bee... Optical couplers are the key components for signal distribution in optoelectronic transmitters and receivers. A new low-loss, large-angle Y-junction hybrid polymer optical coupler with an integrated microprism has been fabricated and demonstrated experimentally for use in a mixed-signal module environment. The results show that the radiation loss is small with relatively wide branching angle as compared to a conventional Y-junction coupler. 展开更多
关键词 Optical interconnection Y-junction coupler Microprism Polymer waveguide Radiation loss
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Simulation of Tunable Power Multimode Interference Couplers with Deep Rib Structure
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作者 YAN Chao-jun ZHAO Wen-bo 《Semiconductor Photonics and Technology》 CAS 2008年第4期274-278,共5页
The muhimode interference (MMI) couplers, which operate at 1. 55 microns in deep rib InGaAsP/InP waveguide with large lateral confinement and tunable power splitting ratios, are of high interest in integrated optics... The muhimode interference (MMI) couplers, which operate at 1. 55 microns in deep rib InGaAsP/InP waveguide with large lateral confinement and tunable power splitting ratios, are of high interest in integrated optics. The gold contacts are applied on the top of waveguides where tuning is desired and the plasma effect will lead to negative refractive index change. The three-dimensional (3D) finite difference beam propagation method(FD-BPM) is used to model the tunable MMI couplers. The length of a 2 × 2 overlap-MMI is determined by FD-BPM, so the longitudinal position of tuning spots is obtained. The position of gold contacts with two types, the edge-pads or center-pad, are also determined. In our design, the length of MMI is 180 microns. If the width of pads is 50 microns and the refractive index is tuned from 0 to -0. 027, the power ratio is tuned from 50 : 50 to the maximum 88.5 : 11.4. For deep rib structure, the effective index(EI) method can not be used to simplify the 3D waveguide to plane waveguide because of its lower precision, and so the direct 3D FD-BPM simulation is necessary for the design of 3D MMI couplers. 展开更多
关键词 integrated optics muhimode interference coupler power tunable finite difference beam propagation method three dimensional
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Deep-learning-driven design of multiplexed meta-array couplers for broadband HEMT terahertz detection
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作者 YIHAO LI RAN CHEN +7 位作者 JIANDONG SUN XIAOJIAO DENG XINHUA LI YINONG XIE SHENGJI WANG ZHENGYANG YOU CHENYANG QIN XIAOPING ZHENG 《Photonics Research》 2025年第5期1290-1301,共12页
On-chip couplers are essential for coupling free-space electromagnetic waves into sub-wavelength semiconductor devices and enhancing light-matter interactions.However,the couplers used in existing single field-effect ... On-chip couplers are essential for coupling free-space electromagnetic waves into sub-wavelength semiconductor devices and enhancing light-matter interactions.However,the couplers used in existing single field-effect transistor(FET)detectors exhibit poor response over wide frequency ranges,making the detection of ultra-wideband weak signals highly challenging.In this work,we introduce a meta-array coupler for terahertz detectors based on field-effect transistors,which demonstrates exceptional coupling asymmetry beneath the gate.To optimize the meta-array structure for high gain across an ultra-wide frequency range,we propose a hybrid long short-term memory–multi-layer perceptron(LSTM-MLP)neural network for the detector’s on-chip coupler.This method enables accurate and rapid prediction of the enhanced spectra of meta-atoms,facilitating efficient conversion from structural parameters to resonance frequencies.Compared to traditional dipole couplers,the proposed metacoupler generates strong localized electric field enhancement through dipole resonance,achieving a mixing factor asymmetry up to 246 times higher near 660 GHz and an antenna factor enhancement of approximately 50 times.The meta-array coupled FET terahertz detector achieves ultra-wideband resonance enhancement from 350 to1000 GHz.This hardware architecture and hybrid LSTM-MLP neural network are expected to overcome the limitations of current FET-based detectors in coupling efficiency,bridging the performance gap toward ultra-sensitive detection applications. 展开更多
关键词 field effect transistors terahertz detectors deep learning terahertz detection broadband detection hybrid lstm mlp neural network meta array couplers chip couplers
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Broadband thin-film lithium niobate rapid adiabatic couplers enabling highly visible two-photon interference
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作者 SUNGHYUN MOON JINIL LEE +7 位作者 JUNHYUNG LEE YOUNGSEO KOH CHANGHYUN KIM HYEONG-SOON JANG SANGIN KIM SANG-WOOK HAN HOJOONG JUNG HYOUNGHAN KWON 《Photonics Research》 2025年第6期1579-1590,共12页
The integrated quantum interferometer has provided a promising route for manipulating and measuring quantum states of light with high precision,requiring negligible optical loss,broad bandwidth,robust fabrication tole... The integrated quantum interferometer has provided a promising route for manipulating and measuring quantum states of light with high precision,requiring negligible optical loss,broad bandwidth,robust fabrication tolerance,and scalability. 展开更多
关键词 thin film lithium niobate rapid adiabatic couplers manipulating measuring quantum states light two photon interference optical loss integrated quantum interferometer BROADBAND fabrication tolerance
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Mid-infrared suspended silicon nanomembrane microring resonators with grating couplers
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作者 Qiyue Lang Changguang Zou +5 位作者 Zunyue Zhang Jiaqi Wang Kun Liu Junfeng Jiang Tiegen Liu Zhenzhou Cheng 《Chinese Optics Letters》 2025年第10期160-163,共4页
Mid-infrared(mid-IR)silicon photonic integrated circuits have drawn considerable interest to date.However,previous devices are typically designed on silicon waveguide configurations with hundreds of nanometers in thic... Mid-infrared(mid-IR)silicon photonic integrated circuits have drawn considerable interest to date.However,previous devices are typically designed on silicon waveguide configurations with hundreds of nanometers in thickness,hindering their application in sensing.Here,we demonstrated a suspended nanomembrane silicon(SNS)microring resonator(MRR)at 3.27μm wavelengths with a subwavelength grating coupler.Our experimental results show that the SNS MRR showcases a quality factor of~3500 with a giant confinement factor of 0.89 and reduced thermal sensitivity of 0.07 nm/℃.To our knowledge,the study opens a new avenue to developing mid-IR silicon devices for sensing applications. 展开更多
关键词 microring resonator grating coupler SUBWAVELENGTH mid-infrared region
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Design and optimization of a compact high-energy electron source applied to on-site non-destructive testing for electrical equipment
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作者 Hai-Meng Wang Yi-Feng Zeng +2 位作者 Hao Hu Jun-Yang Li Tong-Ning Hu 《Nuclear Science and Techniques》 2026年第4期28-40,共13页
X-rays are widely used in the non-destructive testing(NDT)of electrical equipment.Radio frequency(RF)electron linear accelerators can generate MeV high-energy X-rays with strong penetrating ability;however,the system ... X-rays are widely used in the non-destructive testing(NDT)of electrical equipment.Radio frequency(RF)electron linear accelerators can generate MeV high-energy X-rays with strong penetrating ability;however,the system generally has a large scale,which is not suitable for on-site testing.Compared with the S-band(S-linac)at the same stage of beam energy,the accelerator working in the X-band(X-linac)can compress the facility scale by over 2/3 in the longitudinal direction,which is convenient for the on-site NDT of electrical equipment.To address the beam quality and design complexity simultaneously,the non-dominated sorting genetic algorithmⅡ(NSGA-Ⅱ),which is a multi-objective genetic algorithm(MOGA),was developed to optimize the cavity chain design of the X-linac.Additionally,the designs of the focusing coils,electron gun,and RF couplers,which are other key components of the X-linac,were introduced in this context.In particular,the focusing coil distributions were optimized using a genetic algorithm.Furthermore,after designing such key components,PARMELA software was adopted to perform beam dynamics calculations with the optimized accelerating fields and magnetic fields.The results show that the beam performance was obtained with a capture ratio of more than 90%,an energy spread of less than 10%,and an average energy of approximately 3 MeV.The design and simulation results indicate that the proposed NSGAⅡ-based approach is feasible for X-linac accelerator design.Furthermore,it can be generalized as a universal technique for industrial electron linear accelerators provided that specific optimization objectives and constraints are set according to different application scenarios and requirements. 展开更多
关键词 Non-destructive testing X-band linac accelerator Focusing coils Electron gun Radio frequency couplers
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