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RESEARCH PAPER · Responsive materials · 2026

Machine learning‐driven advances in carbon‐based quantum dots: Opportunities accompanied by challenges

Liangfeng Chen, Siwei Yang, Xiangqian Cui, Ziheng Liu, Hang Wang, Yongqiang Li, Peng He, Mengdi Wang, Guqiao Ding

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Machine learning‐driven advances in carbon‐based quantum dots: Opportunities accompanied by challengesOriginalInvisible near‐infrared thermo‐stimulated luminescence from carbon dots enabled by stepwise energy transfer for concealed information encryption7Photo‐responsive carbon dots for pyroptosis‐mediated anti‐tumor application5Red-to-NIR-Fluorescent Graphene Quantum Dots for Biomedical Applications0Carbon dots in electrochemiluminescence: Mechanisms, interface engineering, and bioanalytical applications1Recent advances in polymer matrix-confined carbon dot composites: luminescence modulation, fabrication methodologies and multifunctional applications0Engineering Ultrastable Intrinsic Radicals: Graphene Quantum Dots With NIR‐II Emission for Dynamic Deep‐Tissue Bioimaging1

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  1. Invisible near‐infrared thermo‐stimulated luminescence from carbon dots enabled by stepwise energy transfer for concealed information encryption

    Responsive materials · 2026-05-16

    Kai Jiang, Jun Jiang, Zihan Cheng, Hao Cui, J F Zhang, Hengwei Lin

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  2. Photo‐responsive carbon dots for pyroptosis‐mediated anti‐tumor application

    Responsive materials · 2026-06-28

    Li Li, Xue Wu, Zekun Yan, Jianmin Wu, Caishi Huang, Songnan Qu

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  3. Red-to-NIR-Fluorescent Graphene Quantum Dots for Biomedical Applications

    Biosensors · 2026-07-16

    Shuyi He, Weichao Liu, Kang Qin, Xu Wu

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  4. Carbon dots in electrochemiluminescence: Mechanisms, interface engineering, and bioanalytical applications

    Responsive materials · 2026-07-20

    Yuanzhang Zhao, Zixuan Chen, Jun‐Jie Zhu

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  5. Recent advances in polymer matrix-confined carbon dot composites: luminescence modulation, fabrication methodologies and multifunctional applications

    Coordination Chemistry Reviews · 2026-07-24

    Zhimeng Ma, Mingbo Yue, Chang Liu, Xiaoyu Xu, Qiang Fu

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  6. Engineering Ultrastable Intrinsic Radicals: Graphene Quantum Dots With NIR‐II Emission for Dynamic Deep‐Tissue Bioimaging

    Advanced Science · 2026-08-03

    Qin Xu, Yijie Hou, Bingzhe Wang, Tesen Zhang, Yupeng Liu, Shuaiqi Li, Maohua Chen, Guichuan Xing, Dongbo Guo, Songnan Qu

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