AI and Photonics


This special collection showcases the synergy between AI and photonics, featuring research published in Advanced Photonics and Advanced Photonics Nexus on this theme.

Image: from the cover of Advanced Photonics Volume 6 Issue 5, "AI 'RAPTOR' against counterfeit chips" (based on the article by B. Wilson, Y. Chen, et al. "Authentication through residual attention-based processing of tampered optical responses")

Image credit: B. Wilson, Y. Chen, et al., RAPTOR (residual attention-based processing of tampered optical responses), doi 10.1117/1.AP.6.5.056002

Editorial: Photonics and AI—a symphony of light and intelligence

Guohai Situ and Yeshaiahu Fainman

Physics and artificial intelligence: illuminating the future of optics and photonics

Md Sadman Sakib Rahman and Aydogan Ozcan

Photonics and AI: a conversation with Professor Demetri Psaltis

Guohai Situ

Machine learning for perovskite optoelectronics: a review

Feiyue Lu, Yanyan Liang, Nana Wang, Lin Zhu, and Jianpu Wang

Cross-modality transformations in biological microscopy enabled by deep learning

Dana Hassan, Jesús Domínguez, Benjamin Midtvedt, Henrik Klein Moberg, Jesús Pineda, Christoph Langhammer, Giovanni Volpe, Antoni Homs Corbera, and Caroline B. Adiels

Deep learning phase recovery: data-driven, physics-driven, or a combination of both?

Kaiqiang Wang and Edmund Y. Lam

Diffraction casting

Ryosuke Mashiko, Makoto Naruse, and Ryoichi Horisaki

Ultra-wide FOV meta-camera with transformer-neural-network color imaging methodology

Yan Liu, Wen-Dong Li, Kun-Yuan Xin, Ze-Ming Chen, Zun-Yi Chen, Rui Chen, Xiao-Dong Chen, Fu-Li Zhao, Wei-Shi Zheng, and Jian-Wen Dong

Authentication through residual attention-based processing of tampered optical responses

Blake Wilson, Yuheng Chen, Daksh Kumar Singh, Rohan Ojha, Jaxon Pottle, Michael Bezick, Alexandra Boltasseva, Vladimir M. Shalaev, and Alexander V. Kildishev

Nested deep transfer learning for modeling of multilayer thin films

Rohit Unni, Kan Yao, and Yuebing Zheng

Large-scale optical programmable logic array for two-dimensional cellular automaton

Wenkai Zhang, Bo Wu, Wentao Gu, Junwei Cheng, Hailong Zhou, Dongmei Huang, Ping-kong Alexander Wai, Liao Chen, Wenchan Dong, Jianji Dong, and Xinliang Zhang

Reconfigurable integrated photonic processor for NP-complete problems

Xiao-Yun Xu, Tian-Yu Zhang, Zi-Wei Wang, Chu-Han Wang, and Xian-Min Jin

Multiplane quantitative phase imaging using a wavelength-multiplexed diffractive optical processor

Che-Yung Shen, Jingxi Li, Yuhang Li, Tianyi Gan, Langxing Bai, Mona Jarrahi, and Aydogan Ozcan

Superresolution imaging using superoscillatory diffractive neural networks

Hang Chen, Sheng Gao, Haiou Zhang, Zejia Zhao, Zhengyang Duan, Gordon Wetzstein, and Xing Lin

Hybrid deep-learning and physics-based neural network for programmable illumination computational microscopy

Ruiqing Sun, Delong Yang, Shaohui Zhang, and Qun Hao

NeuPh: scalable and generalizable neural phase retrieval with local conditional neural fields

Hao Wang, Jiabei Zhu, Yunzhe Li, Qianwan Yang, Lei Tian

Neuromorphic encryption: combining speckle correlography and event data for enhanced security

Shuo Zhu, Chutian Wang, Jianqing Huang, Pei Zhang, Jing Han, and Edmund Y. Lam

Object pose and surface material recognition using a single-time-of-flight camera

Dongzhao Yang, Dong An, Tianxu Xu, Yiwen Zhang, Qiang Wang, Zhongqi Pan, and Yang Yue

Solving partial differential equations with waveguide-based metatronic networks

Ross Glyn MacDonald, Alex Yakovlev, and Victor Pacheco-Peña


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