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| 1 | 4K-DMDNet:diffraction model-driven network for 4K computer-generated holography显示文摘Deep learning offers a novel opportunity to achieve both high-quality and high-speed computer-generated holography(CGH).Current data-driven deep learning algorithms face the challenge that the labeled training datasets limit the training performance and generalization.The model-driven deep learning introduces the diffraction model into the neural network.It eliminates the need for the labeled training dataset and has been extensively applied to hologram generation.However,the existing model-driven deep learning algorithms face the problem of insufficient constraints.In this study,we propose a model-driven neural network capable of high-fidelity 4K computer-generated hologram generation,called 4K Diffraction Model-driven Network(4K-DMDNet).The constraint of the reconstructed images in the frequency domain is strengthened.And a network structure that combines the residual method and sub-pixel convolution method is built,which effectively enhances the fitting ability of the network for inverse problems.The generalization of the 4K-DMDNet is demonstrated with binary,grayscale and 3D images.High-quality full-color optical reconstructions of the 4K holograms have been achieved at the wavelengths of 450 nm,520 nm,and 638 nm. | Kexuan Liu Jiachen Wu Zehao He Liangcai Cao | 2023 | Opto-Electronic Advances2023，6，5： | 1 |
| 2 | Transcutaneous auricular vagus nerve stimulation would be an alternative to implantable cervical vagus nerve stimulation in some situation显示文摘Implantable cervical vagus nerve stimulation(i VNS) is a representative and promising neuromodulation.However,the invasive nature restricts its application.Traditional auricular acupuncture treatment has a long history.The auricular branch of the vagus nerve(ABVN) is a branch on the surface of the ear.Some studies demonstrates that transcutaneous auricular vagus nerve stimulation(ta VNS) would achieve similar effects as i VNS.Ta VNS and i VNS share a common anatomical basis and acting mechanism.In this article,we made a comparison between i VNS and ta VNS in indications and efficacy.The recent studies have revealed similar clinical efficacy of ta VNS,ta VNS would expand the indication of i VNS.Highquality clinical evidences are needed before ta VNS become be an alternative of i VNS. | HE Jiakai ZHANG Jinling WANG Yu LI Shaoyuan FANG Jiliang ZHANG Shuai ZHAO Yanan ZHAI Weihang GAO Deqiang LI Ran JIANG Yuhang CHEN Zehao JIA Baohui RONG Peijing | 2023 | Journal of Traditional Chinese Medicine2023，43，3： | 0 |
| 3 | Advanced Strategies for Stabilizing Single‑Atom Catalysts for Energy Storage and Conversion显示文摘Well-defined atomically dispersed metal catalysts(or single-atom catalysts)have been widely studied to fundamentally under-stand their catalytic mechanisms,improve the catalytic efficiency,increase the abundance of active components,enhance the catalyst utilization,and develop cost-effective catalysts to effectively reduce the usage of noble metals.Such single-atom cata-lysts have relatively higher selectivity and catalytic activity with maximum atom utilization due to their unique characteristics of high metal dispersion and a low-coordination environment.However,freestanding single atoms are thermodynamically unstable,such that during synthesis and catalytic reactions,they inevitably tend to agglomerate to reduce the system energy associated with their large surface areas.Therefore,developing innovative strategies to stabilize single-atom catalysts,including mass-separated soft landing,one-pot pyrolysis,co-precipitation,impregnation,atomic layer deposition,and organometallic complexation,is critically needed.Many types of supporting materials,including polymers,have been commonly used to stabilize single atoms in these fabrication techniques.Herein,we review the stabilization strategies of single-atom catalyst,including different synthesis methods,specific metals and carriers,specific catalytic reactions,and their advantages and disadvantages.In particular,this review focuses on the application of polymers in the synthesis and stabilization of single-atom catalysts,including their functions as carriers for metal single atoms,synthetic templates,encapsulation agents,and protection agents during the fabrication process.The technical challenges that are currently faced by single-atom catalysts are summarized,and perspectives related to future research directions including catalytic mechanisms,enhancement of the catalyst loading content,and large-scale implementation are proposed to realize their practical applications. | Wenxian Li Zehao Guo Jack Yang Ying Li Xueliang Sun Haiyong He Sean Li Jiujun Zhang | 2022 | Electrochemical Energy Reviews2022，5，3： | 0 |
| 4 | Diffractive optical elements 75 years on:from micro-optics to metasurfaces显示文摘Diffractive optical elements(DOEs)are intricately designed devices with the purpose of manipulating light fields by precisely modifying their wavefronts.The concept of DOEs has its origins dating back to 1948 when D.Gabor first introduced holography.Subsequently,researchers introduced binary optical elements(BOEs),including computer-generated holograms(CGHs),as a distinct category within the realm of DOEs.This was the first revolution in optical devices.The next major breakthrough in light field manipulation occurred during the early 21st century,marked by the advent of metamaterials and metasurfaces.Metasurfaces are particularly appealing due to their ultra-thin,ultra-compact properties and their capacity to exert precise control over virtually every aspect of light fields,including amplitude,phase,polarization,wavelength/frequency,angular momentum,etc.The advancement of light field manipulation with micro/nano-structures has also enabled various applications in fields such as information acquisition,transmission,storage,processing,and display.In this review,we cover the fundamental science,cutting-edge technologies,and wide-ranging applications associated with micro/nano-scale optical devices for regulating light fields.We also delve into the prevailing challenges in the pursuit of developing viable technology for real-world applications.Furthermore,we offer insights into potential future research trends and directions within the realm of light field manipulation. | Qiang Zhang Zehao He Zhenwei Xie Qiaofeng Tan Yunlong Sheng Guofan Jin Liangcai Cao Xiaocong Yuan | 2023 | Photonics Insights2023，2，4： | 0 |
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