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Total Transmission from Deep Learning Designs
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作者 Bei Wu Zhan-Lei Hao +3 位作者 Jin-Hui chen Qiao-Liang Bao Yi-Neng Liu huan-yang chen 《Journal of Electronic Science and Technology》 CAS CSCD 2022年第1期9-19,共11页
Total transmission plays an important role in efficiency improvement and wavefront control,and has made great progress in many applications,such as the optical film and signal transmission.Therefore,many traditional p... Total transmission plays an important role in efficiency improvement and wavefront control,and has made great progress in many applications,such as the optical film and signal transmission.Therefore,many traditional physical methods represented by transformation optics have been studied to achieve total transmission.However,these methods have strict limitations on the size of the photonic structure,and the calculation is complex.Here,we exploit deep learning to achieve this goal.In deep learning,the data-driven prediction and design are carried out by artificial neural networks(ANNs),which provide a convenient architecture for large dataset problems.By taking the transmission characteristic of the multi-layer stacks as an example,we demonstrate how optical materials can be designed by using ANNs.The trained network directly establishes the mapping from optical materials to transmission spectra,and enables the forward spectral prediction and inverse material design of total transmission in the given parameter space.Our work paves the way for the optical material design with special properties based on deep learning. 展开更多
关键词 Artificial neural networks(ANNs) deep learning forward spectral prediction inverse material design total transmission
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Three-Dimensional Broadband Acoustic Waveguide Cloak
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作者 Chuan-Jie Hu Ya-Li Zeng +1 位作者 Yi-Neng Liu huan-yang chen 《Chinese Physics Letters》 SCIE CAS CSCD 2020年第5期69-72,共4页
The propagation of acoustic waves is a fundamental topic in shallow ocean acoustics.We numerically demonstrate a three-dimensional zone of silence consisting of a circular tube with gradient index metamaterials attach... The propagation of acoustic waves is a fundamental topic in shallow ocean acoustics.We numerically demonstrate a three-dimensional zone of silence consisting of a circular tube with gradient index metamaterials attached to its rigid wall.The cloaking effect is verified by fine agreement with analytical calculations. 展开更多
关键词 WAVEGUIDE ACOUSTIC ATTACHED
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Negative refraction based on purely imaginary metamaterials 被引量:5
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作者 Yang-Yang Fu Ya-Dong Xu huan-yang chen 《Frontiers of physics》 SCIE CSCD 2018年第4期237-245,共9页
By introducing a new mechanism based on purely imaginary metamaterials (PIMs), we reveal that bidirectional negative refraction and planar focusing can be obtained using a pair of PIM slabs, over- coming the unidire... By introducing a new mechanism based on purely imaginary metamaterials (PIMs), we reveal that bidirectional negative refraction and planar focusing can be obtained using a pair of PIM slabs, over- coming the unidirectional limit in parity-time (PT)-symmetric systems. Compared with PT-symmetric systems, which require two different types of materials, the proposed negative refraction can be realized using two identical media. In addition, asymmetric excitation with bidirectional total transmission is observed in our PIM system. Therefore, a new way to realize negative refraction with properties that are unavailable in PT-symmetrie systems is presented. 展开更多
关键词 negative refraction coherent perfect absorber LASER purely imaginary metamaterials
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Transformation devices with optical nihility media and reduced realizations 被引量:3
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作者 Lin Xu Qian-Nan Wu +1 位作者 Yang-Yang Zhou huan-yang chen 《Frontiers of physics》 SCIE CSCD 2019年第4期117-124,共8页
Starting from optical nihility media (ONM),we design several intriguing devices with transformation optics method in two dimensions,such as a wave splitter,a concave lens,a field rotator,a concentrator,and an invisibi... Starting from optical nihility media (ONM),we design several intriguing devices with transformation optics method in two dimensions,such as a wave splitter,a concave lens,a field rotator,a concentrator,and an invisibility cloak.Though the extreme anisotropic property of ONM hinders the fabrication of these devices.We demonstrate that those devices could be effectively realized by simplified materials with Fabry-Pérot resonances (FPs) at discrete frequencies.Moreover,we propose a reduced version of simplified materials with FPs to construct a concentrator and a rotator,which is feasible in experimental fabrications.The simulations of total scattering cross-sections confirm their functionalities. 展开更多
关键词 TRANSFORMATION optics OPTICAL nihility MEDIA FABRY-PEROT RESONANCES
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A feasible approach to field concentrators of arbitrary shapes 被引量:4
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作者 Peng-Fei Zhao Lin Xu +2 位作者 Guo-Xiong Cai Na Liu huan-yang chen 《Frontiers of physics》 SCIE CSCD 2018年第4期247-249,共3页
We propose a simple method to design field concentrators of arbitrary shapes based on Fabry-Perot resonances. The material parameters are feasible in terms of metallic layered structures and gradient index dielectrics... We propose a simple method to design field concentrators of arbitrary shapes based on Fabry-Perot resonances. The material parameters are feasible in terms of metallic layered structures and gradient index dielectrics. The functionalities are well confirmed by numerical simulations. 展开更多
关键词 field concentrator Fabry-Perot resonance transformation optics
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Perfect invisibility concentrator with simplified material parameters 被引量:2
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作者 Meng-Yin Zhou Lin Xu +3 位作者 Lu-Chan Zhang Jiang Wu Yan-Bo Li huan-yang chen 《Frontiers of physics》 SCIE CSCD 2018年第5期3-8,共6页
We present a series of invisibility concentrators with simplified material parameters beyond trans- formation optics. One of them can achieve the perfect invisible effect at frequencies of Fabry-Perot resonances, whil... We present a series of invisibility concentrators with simplified material parameters beyond trans- formation optics. One of them can achieve the perfect invisible effect at frequencies of Fabry-Perot resonances, while others have very small scattering. The required materials are feasible in practice. Analytical calculations and numerical simulations confirm the functionalities of these devices. 展开更多
关键词 perfect-invisibility concentrator simplified material parameters Fabry-Perot resonances scattering cross section
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Broadband illusion optical devices based on conformal mappings 被引量:1
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作者 Zhan Xiong Lin Xu +1 位作者 Ya-Dong Xu huan-yang chen 《Frontiers of physics》 SCIE CSCD 2017年第5期129-133,共5页
In this paper, we propose a simple method of illusion optics based on conformal mappings. By carefully developing designs with specific conformal mappings, one can make an object look like another with a significantly... In this paper, we propose a simple method of illusion optics based on conformal mappings. By carefully developing designs with specific conformal mappings, one can make an object look like another with a significantly different shape. In addition, the illusion optical devices can work in a broadband of frequencies. 展开更多
关键词 optical devices llusion optics onformal transformation
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Analysis of a conformal invisible device 被引量:1
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作者 Lin Xu Zhan Xiong huan-yang chen 《Frontiers of physics》 SCIE CSCD 2018年第2期67-75,共9页
We perform a semi-analytical calculation of the field distributions of a conformal invisible device via mode expansions. For a discrete set of frequencies in the regime of wave optics, the conformal invisible device i... We perform a semi-analytical calculation of the field distributions of a conformal invisible device via mode expansions. For a discrete set of frequencies in the regime of wave optics, the conformal invisible device is perfectly transparent, which stems from the special conformal mapping and the refractive- index profile of the Mikaelian lens. 展开更多
关键词 conformal transformation optics conformal invisible device refractive-index profile
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A broadband perfect field rotator 被引量:1
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作者 QJan-nan Wu Ya-dong Xu huan-yang chen 《Frontiers of physics》 SCIE CSCD 2012年第3期315-318,共4页
In this letter, we design a perfect field rotator that is by itself invisible and can rotate the electro- magnetic (EM) wave front. The device here is designed for a dielectric background and is composed of merely a... In this letter, we design a perfect field rotator that is by itself invisible and can rotate the electro- magnetic (EM) wave front. The device here is designed for a dielectric background and is composed of merely an inner core with the same dielectric and an array of metal plates embedded in the air. Its broadband functionality is also numerically demonstrated. 展开更多
关键词 transformation optics field rotator
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