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")
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