Electromagnetic metamaterial agent

Authors: Shengguo Hu, Mingyi Li, Jiawen Xu, Hongrui Zhang, Shanghang Zhang, Tie Jun Cui, Philipp del Hougne, Lianlin Li

Source: Light: Science & Applications, Vol 14, Iss 1, Pp 1-13 (2025)

Subject Terms: Applied optics. Photonics, TA1501-1820, Optics. Light, QC350-467

File Description: electronic resource

Relation: https://doaj.org/toc/2047-7538

Access URL: https://doaj.org/article/f9511614c76b427291dcbe82c5a2463e

Semantic–Electromagnetic Inversion With Pretrained Multimodal Generative Model

Authors: Yanjin Chen, Hongrui Zhang, Jie Ma, Tie Jun Cui, Philipp delHougne, Lianlin Li

Source: Advanced Science, Vol 11, Iss 42, Pp n/a-n/a (2024)

Subject Terms: inverse scattering, microwave imaging, pretrained large‐capacity foundation models, semantic–electromagnetic inverse problem, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2198-3844

Access URL: https://doaj.org/article/9ef78c8dbb914c4abae445eda97920f5

Semantic regularization of electromagnetic inverse problems

Authors: Hongrui Zhang, Yanjin Chen, Zhuo Wang, Tie Jun Cui, Philipp del Hougne, Lianlin Li

Source: Nature Communications, Vol 15, Iss 1, Pp 1-12 (2024)

Subject Terms: Science

File Description: electronic resource

Relation: https://doaj.org/toc/2041-1723

Access URL: https://doaj.org/article/50734067f87845c8a599dffbc0a9800d

Microwave Speech Recognizer Empowered by a Programmable Metasurface

Authors: Hongrui Zhang, Hengxin Ruan, Hanting Zhao, Zhuo Wang, Shengguo Hu, Tie Jun Cui, Philipp delHougne, Lianlin Li

Source: Advanced Science, Vol 11, Iss 17, Pp n/a-n/a (2024)

Subject Terms: artificial intelligence (AI), human–machine interactions, microwave sensing, programmable metasurface, speech recognition, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2198-3844

Access URL: https://doaj.org/article/afe85abd9d3d47f3a7e7cfc9ae91929a

In-situ manipulation of wireless link with reinforcement-learning-driven programmable metasurface in indoor environment

Authors: Jiawen Xu, Rong Zhang, Jie Ma, Hanting Zhao, Lianlin Li

Source: Journal of Information and Intelligence, Vol 1, Iss 3, Pp 217-227 (2023)

Subject Terms: Programmable metasurface, Reconfigurable intelligent surface, Reinforcement learning, Wireless link, Information technology, T58.5-58.64

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2949715923000367; https://doaj.org/toc/2949-7159

Access URL: https://doaj.org/article/d417efe875324ba296f4225050731460

Recent Progress in Intelligent Electromagnetic Computing

Authors: Che LIU, Kaiqiao YANG, Jianghan BAO, Wenming YU, Jianwei YOU, Lianlin LI, Tiejun CUI

Source: Leida xuebao, Vol 12, Iss 4, Pp 657-683 (2023)

Subject Terms: intelligent electromagnetic computing, computational electromagnetism, artificial intelligence, electromagnetic simulation, detection and perception, information metamaterial, Electricity and magnetism, QC501-766

File Description: electronic resource

Relation: https://doaj.org/toc/2095-283X

Access URL: https://doaj.org/article/0b274dbe79974b25ace87c4a84b8207b

Intelligent metasurface system for automatic tracking of moving targets and wireless communications based on computer vision

Authors: Weihan Li, Qian Ma, Che Liu, Yunfeng Zhang, Xianning Wu, Jiawei Wang, Shizhao Gao, Tianshuo Qiu, Tonghao Liu, Qiang Xiao, Jiaxuan Wei, Ting Ting Gu, Zhize Zhou, Fashuai Li, Qiang Cheng, Lianlin Li, Wenxuan Tang, Tie Jun Cui

Source: Nature Communications, Vol 14, Iss 1, Pp 1-10 (2023)

Subject Terms: Science

File Description: electronic resource

Relation: https://doaj.org/toc/2041-1723

Access URL: https://doaj.org/article/c79a74044cbd40d58e39a413a5ed9c03

Towards Intelligent Electromagnetic Inverse Scattering Using Deep Learning Techniques and Information Metasurfaces

Authors: Che Liu, Hongrui Zhang, Lianlin Li, Tie Jun Cui

Source: IEEE Journal of Microwaves, Vol 3, Iss 1, Pp 509-522 (2023)

Subject Terms: MTT 70th Anniversary Special Issue, electromagnetic inverse scattering (EMIS), contrast source inversion, physics-informed neural network (PINN), unsupervised deep learning method, information metasurface, Telecommunication, TK5101-6720, Electric apparatus and materials. Electric circuits. Electric networks, TK452-454.4

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9990921/; https://doaj.org/toc/2692-8388

Access URL: https://doaj.org/article/5ed2901d39e74ca9b0361cb1ac0ad99a

Roadmap on electromagnetic metamaterials and metasurfaces

Authors: Tie Jun Cui, Shuang Zhang, Andrea Alù, Martin Wegener, Sir John Pendry, Jie Luo, Yun Lai, Zuojia Wang, Xiao Lin, Hongsheng Chen, Ping Chen, Rui-Xin Wu, Yuhang Yin, Pengfei Zhao, Huanyang Chen, Yue Li, Ziheng Zhou, Nader Engheta, Viktar Asadchy, Constantin Simovski, Sergei Tretyakov, Biao Yang, Sawyer D Campbell, Yang Hao, Douglas H Werner, Shulin Sun, Lei Zhou, Su Xu, Hong-Bo Sun, Zhou Zhou, Zile Li, Guoxing Zheng, Xianzhong Chen, Tao Li, Shining Zhu, Junxiao Zhou, Junxiang Zhao, Zhaowei Liu, Yuchao Zhang, Qiming Zhang, Min Gu, Shumin Xiao, Yongmin Liu, Xianzhe Zhang, Yutao Tang, Guixin Li, Thomas Zentgraf, Kirill Koshelev, Yuri Kivshar, Xin Li, Trevon Badloe, Lingling Huang, Junsuk Rho, Shuming Wang, Din Ping Tsai, A Yu Bykov, A V Krasavin, A V Zayats, Cormac McDonnell, Tal Ellenbogen, Xiangang Luo, Mingbo Pu, Francisco J Garcia-Vidal, Liangliang Liu, Zhuo Li, Wenxuan Tang, Hui Feng Ma, Jingjing Zhang, Yu Luo, Xuanru Zhang, Hao Chi Zhang, Pei Hang He, Le Peng Zhang, Xiang Wan, Haotian Wu, Shuo Liu, Wei Xiang Jiang, Xin Ge Zhang, Cheng-Wei Qiu, Qian Ma, Che Liu, Long Li, Jiaqi Han, Lianlin Li, Michele Cotrufo, C Caloz, Z-L Deck-Léger, A Bahrami, O Céspedes, E Galiffi, P A Huidobro, Qiang Cheng, Jun Yan Dai, Jun Cheng Ke, Lei Zhang, Vincenzo Galdi, Marco di Renzo

Source: JPhys Photonics, Vol 6, Iss 3, p 032502 (2024)

Subject Terms: metasurfaces, metamaterials, programmables, space-time, optics, Applied optics. Photonics, TA1501-1820, Optics. Light, QC350-467

File Description: electronic resource

Relation: https://doaj.org/toc/2515-7647

Access URL: https://doaj.org/article/b1c30dcf942741e996473b8ef14b5f22

Controllable Manipulation of Wi-Fi Signals Using Tunable Metasurface

Authors: Ya SHUANG, Li LI, Zhuo WANG, Menglin WEI, Lianlin LI

Source: Leida xuebao, Vol 10, Iss 2, Pp 313-325 (2021)

Subject Terms: commodity wi-fi signals, programmable coding metasurface, spatial energy allocation, Electricity and magnetism, QC501-766

File Description: electronic resource

Relation: https://doaj.org/toc/2095-283X

Access URL: https://doaj.org/article/b1325d7575854fc7845cf815b9d340f0

Recent Progress in Intelligent Electromagnetic Sensing

Authors: Lianlin LI, Tiejun CUI

Source: Leida xuebao, Vol 10, Iss 2, Pp 183-190 (2021)

Subject Terms: intelligent electromagnetic sensing, artificial electromagnetic material, information metamaterial, artificial intelligence, machine learning, deep learning, Electricity and magnetism, QC501-766

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Relation: https://doaj.org/toc/2095-283X

Access URL: https://doaj.org/article/863fa9a9ba224a1bb059886197864f88

Improved Land Cover Classification of VHR Optical Remote Sensing Imagery Based Upon Detail Injection Procedure

Authors: Qianbo Sang, Yin Zhuang, Shan Dong, Guanqun Wang, He Chen, Lianlin Li

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 18-31 (2021)

Subject Terms: Encoding-to-decoding, land cover classification, optical remote sensing, refinement module, unmanned aerial vehicles (UAVs), very high resolution (VHR), Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9234690/; https://doaj.org/toc/2151-1535

Access URL: https://doaj.org/article/3b45110774ce49b3b8a5eea5c0a68793

Harmonic information transitions of spatiotemporal metasurfaces

Authors: Haotian Wu, Xin Xin Gao, Lei Zhang, Guo Dong Bai, Qiang Cheng, Lianlin Li, Tie Jun Cui

Source: Light: Science & Applications, Vol 9, Iss 1, Pp 1-13 (2020)

Subject Terms: Applied optics. Photonics, TA1501-1820, Optics. Light, QC350-467

File Description: electronic resource

Relation: https://doaj.org/toc/2047-7538

Access URL: https://doaj.org/article/0ac030691c7e40958b4aa5934d98c13e

Metasurface-assisted massive backscatter wireless communication with commodity Wi-Fi signals

Authors: Hanting Zhao, Ya Shuang, Menglin Wei, Tie Jun Cui, Philipp del Hougne, Lianlin Li

Source: Nature Communications, Vol 11, Iss 1, Pp 1-10 (2020)

Subject Terms: Science

File Description: electronic resource

Relation: https://doaj.org/toc/2041-1723

Access URL: https://doaj.org/article/cdf4cb06b0aa4b68a8bf4c8981f7a24b

Multi-Temporal SamplePair Generation for Building Change Detection Promotion in Optical Remote Sensing Domain Based on Generative Adversarial Network

Authors: Yute Li, He Chen, Shan Dong, Yin Zhuang, Lianlin Li

Source: Remote Sensing, Vol 15, Iss 9, p 2470 (2023)

Subject Terms: remote sensing, change detection, generative adversarial networks, data generation, Science

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Relation: https://www.mdpi.com/2072-4292/15/9/2470; https://doaj.org/toc/2072-4292

Access URL: https://doaj.org/article/9e7abe058c2a49068e133e6932167473

Small Sample Set Inshore Ship Detection From VHR Optical Remote Sensing Images Based on Structured Sparse Representation

Authors: Yin Zhuang, Lianlin Li, He Chen

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 13, Pp 2145-2160 (2020)

Subject Terms: Inshore ship detection, optical remote sensing, sparse representation (SR), small sample set, very high resolution (VHR), Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9076854/; https://doaj.org/toc/2151-1535

Access URL: https://doaj.org/article/71760d5be8b0453294b1d502c26a874e

Information Metamaterial Systems

Authors: Tie Jun Cui, Lianlin Li, Shuo Liu, Qian Ma, Lei Zhang, Xiang Wan, Wei Xiang Jiang, Qiang Cheng

Source: iScience, Vol 23, Iss 8, Pp 101403- (2020)

Subject Terms: Electromagnetic Waves, Information Systems, Metamaterials, Science

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2589004220305939; https://doaj.org/toc/2589-0042

Access URL: https://doaj.org/article/6d5d83e322f54dacbe9074abf96cc167

Machine-learning reprogrammable metasurface imager

Authors: Lianlin Li, Hengxin Ruan, Che Liu, Ying Li, Ya Shuang, Andrea Alù, Cheng-Wei Qiu, Tie Jun Cui

Source: Nature Communications, Vol 10, Iss 1, Pp 1-8 (2019)

Subject Terms: Science

File Description: electronic resource

Relation: https://doaj.org/toc/2041-1723

Access URL: https://doaj.org/article/c5917dd7c6f245c1b84dfdc385f4e437

Intelligent Electromagnetic Sensing with Learnable Data Acquisition and Processing

Authors: Hao-Yang Li, Han-Ting Zhao, Meng-Lin Wei, Heng-Xin Ruan, Ya Shuang, Tie Jun Cui, Philipp del Hougne, Lianlin Li

Source: Patterns, Vol 1, Iss 1, Pp 100006- (2020)

Subject Terms: programmable metamaterials, artificial neural network, intelligent electromagnetic, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666389920300064; https://doaj.org/toc/2666-3899

Access URL: https://doaj.org/article/703bbbb56fb44fafa3af096a81ecd73d

Hierarchical Disentangling Network for Building Extraction from Very High Resolution Optical Remote Sensing Imagery

Authors: Jianhao Li, Yin Zhuang, Shan Dong, Peng Gao, Hao Dong, He Chen, Liang Chen, Lianlin Li

Source: Remote Sensing, Vol 14, Iss 7, p 1767 (2022)

Subject Terms: building extraction, convolution neural networks, encoding–decoding method, hierarchical disentangling, optical remote sensing imagery, very high resolution, Science

File Description: electronic resource

Relation: https://www.mdpi.com/2072-4292/14/7/1767; https://doaj.org/toc/2072-4292

Access URL: https://doaj.org/article/de93439faaf14b6c95f600db20d1bc8f