Deep-learning-enabled self-adaptive microwave cloak without human intervention
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FIMs can be conformally deployed on curved surfaces to alter their EM properties, showing potential in EM camouflage and stealth applications.
“FIMs can be conformally deployed on curved surfaces to alter their EM properties, which show great potential in EM camouflage and stealth applications [120]-[123].”
From Emerging Technologies in Intelligent Metasurfaces: Shaping the Future of Wireless Communications (2026) · cites this paper as [122]
Cites
Hinton, G., Deng, L., Yu, D., Dahl, G., Mohamed, A.-R., Jaitly, N., Senior, A., Vanhoucke, V., Nguyen, P., Sainath, T., et al. (2012) · IEEE Signal Processing Magazine · doi:10.1109/msp.2012.2205597 · Cited by 10,260 · see citing works
Metamaterial Electromagnetic Cloak at Microwave Frequencies
Schurig, D., Mock, J. J., Justice, B. J., Cummer, S. A., Pendry, J. B., Starr, A. F., & Smith, D. R. (2006) · Science · doi:10.1126/science.1133628 · Cited by 7,586 · see citing works
All-optical machine learning using diffractive deep neural networks
Lin, X., Rivenson, Y., Yardimci, N. T., Veli, M., Luo, Y., Jarrahi, M., & Ozcan, A. (2018) · Science · doi:10.1126/science.aat8084 · Cited by 2,568 · see citing works
Solving the quantum many-body problem with artificial neural networks
Carleo, G., & Troyer, M. (2017) · Science · doi:10.1126/science.aag2302 · Cited by 2,215 · see citing works
Machine learning in materials informatics: recent applications and prospects
Ramprasad, R., Batra, R., Pilania, G., Mannodi-Kanakkithodi, A., & Kim, C. (2017) · npj Computational Materials · doi:10.1038/s41524-017-0056-5 · Cited by 1,945 · see citing works
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Artificial intelligence: A powerful paradigm for scientific research
Xu, Y., Liu, X., Cao, X., Huang, C., Liu, E., Qian, S., Liu, X., Wu, Y., Dong, F., Qiu, C.-W., et al. (2021) · The Innovation · doi:10.1016/j.xinn.2021.100179 · Cited by 1,726 · see citing works
Emerging Technologies in Intelligent Metasurfaces: Shaping the Future of Wireless Communications
An, J., Debbah, M., Cui, T. J., Chen, Z. N., & Yuen, C. (2026) · IEEE Transactions on Antennas and Propagation · doi:10.1109/tap.2025.3571069 · Cited by 72 · see citing works
“…can be divided into two categories based on their ability to morph their surface shape actively: 1) Passive Morphing: FIMs can be conformally deployed on curved surfaces to alter their EM properties, which show great potential in EM camouflage and stealth applications [120], [121], [122], [123].”
Emerging Technologies in Intelligent Metasurfaces: Shaping the Future of Wireless Communications
An, J., Debbah, M., Cui, T. J., Chen, Z. N., & Yuen, C. (2024) · arXiv · Cited by 72 · see citing works
“…can be divided into two categories based on their ability to morph their surface shape actively: 1) Passive Morphing: FIMs can be conformally deployed on curved surfaces to alter their EM properties, which show great potential in EM camouflage and stealth applications [120], [121], [122], [123].”
- Authors
- Qian, C., Zheng, B., Shen, Y., Jing, L., Li, E., Shen, L., & Chen, H.
- Affiliations
- State Key Laboratory of Modern Optical Instruments (CN)
- Massachusetts Institute of Technology (US)
- Corresponding author
- Chen, Hongsheng
- Venue
- Nature Photonics
- Published
- 2020-03-23
- Volume
- 14
- Issue
- 6
- Pages
- 383-390
- ISSN
- 1749-4885 (ISSN-L)
- 1749-4893
- OpenAlex
- W3012631271
- Cited by
- 585
- References
- 5
- Citations by year
- 2026: 64 · 2025: 102 · 2024: 128 · 2023: 98 · 2022: 110 · 2021: 67 · 2020: 16
- FWCI
- 50.11
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Nature Photonics (publishedVersion)
- Topics
- Physical Sciences › Materials Science › Electronic, Optical and Magnetic Materials › Metamaterials and Metasurfaces Applications
- Physical Sciences › Engineering › Aerospace Engineering › Advanced Antenna and Metasurface Technologies
- Physical Sciences › Materials Science › Electronic, Optical and Magnetic Materials › Electromagnetic wave absorption materials
- Keywords
- invisibility cloaking, deep learning, metasurfaces, microwave cloaking, metamaterials
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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