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RESEARCH PAPER · New Journal of Chemistry · 2019

Fast-developing machine learning support complex system research in environmental chemistry

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13 direct citing papers in this saved network. Explore the next layer with second-order citations.

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Fast-developing machine learning support complex system research in environmental chemistryOriginalImage learning to accurately identify complex mixture components5Computational chemistry and the study and design of catalysts9Exploring Self-supervised Capsule Networks for Improved Classification with Data Scarcity2Improving image classification robustness using self‐supervision3Daphnia magna and mixture toxicity with nanomaterials – Current status and perspectives in data-driven risk prediction46A spectral learning path for simultaneous multi-parameter detection of water quality11Using Machine Learning to make nanomaterials sustainable57Simultaneous quantification of multiple chemical properties of soil solution using smart spectroscopy2Innovations of water pollution traceability technology with artificial intelligence17Biochemical Compounds in Phaeodactylum tricornutum1Artificial intelligence: A key fulcrum for addressing complex environmental health issues40A 2D-digital spectral sensing method for rapid antibiotic detection in water1Fluorescence Machine Vision-Based Rapid Quantitative Characterization of Microplastics0

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  1. Image learning to accurately identify complex mixture components

    The Analyst · 2021-01-01

    Qiannan Duan, Jianchao Lee, Jiayuan Chen, Yunjin Feng, Run Luo, Can Wang, Sifan Bi, Fenli Liu, Wenjing Wang, Yicai Huang, Zhaoyi Xu

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  2. Computational chemistry and the study and design of catalysts

    Elsevier eBooks · 2022-01-01

    David Dell’Angelo

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  3. Exploring Self-supervised Capsule Networks for Improved Classification with Data Scarcity

    Lecture notes in networks and systems · 2022-01-01

    Ladyna Wittscher, Christian Pigorsch

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  4. Improving image classification robustness using self‐supervision

    Stat · 2022-01-13

    Ladyna Wittscher, Jan Diers, Christian Pigorsch

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  5. Daphnia magna and mixture toxicity with nanomaterials – Current status and perspectives in data-driven risk prediction

    Nano Today · 2022-02-18

    Diego Stéfani T. Martinez, Laura‐Jayne A. Ellis, Gabriela Helena da Silva, Romana Petry, Aline Maria Zigiotto de Medeiros, Hossein Hayat Davoudi, Anastasios G. Papadiamantis, A. Fazzio, Antreas Afantitis, Georgia Melagraki, Iseult Lynch

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  6. A spectral learning path for simultaneous multi-parameter detection of water quality

    Environmental Research · 2022-11-14

    Zhiqiang Guo, Fenli Liu, Qiannan Duan, Wenjing Wang, Qianru Wan, Yicai Huang, Yuting Zhao, Lu Liu, Yunjin Feng, Libo Xian, Hang Gao, Yiwen Long, Dan Yao, Jianchao Lee

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  7. Using Machine Learning to make nanomaterials sustainable

    The Science of The Total Environment · 2022-11-18

    Janeck James Scott-Fordsmand, Mónica J.B. Amorim

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  8. Simultaneous quantification of multiple chemical properties of soil solution using smart spectroscopy

    Journal of Soils and Sediments · 2024-02-28

    Yuting Zhao, Yunjin Feng, Lu Liu, Qianru Wan, Zhiqiang Guo, Jingzheng Lei, Wenjing Wang, Fenli Liu, Qiannan Duan, Jianchao Lee

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  9. Innovations of water pollution traceability technology with artificial intelligence

    Earth Critical Zone · 2024-06-01

    Qiannan Duan, Qi Zhang, Xudong Quan, Hailong Zhang, Lei Huang

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  10. Biochemical Compounds in Phaeodactylum tricornutum

    Unknown journal · 2025-03-10

    Vandana Sirotiya, Vandana Vinayak

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  11. Artificial intelligence: A key fulcrum for addressing complex environmental health issues

    Environment International · 2025-03-17

    Lei Huang, Qiannan Duan, Yuxin Liu, Yangyang Wu, Zhenghui Li, Zhao Guo, Mingliang Liu, Xiaowei Lu, Peng Wang, Fan Liu, Futian Ren, Chen Li, Jiaming Wang, Yujia Huang, Beizhan Yan, Marianthi‐Anna Kioumourtzoglou, Patrick L. Kinney

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  12. A 2D-digital spectral sensing method for rapid antibiotic detection in water

    Environmental Research · 2025-11-05

    Hailong Zhang, Pengwei Yan, Qiannan Duan, Jianchao Lee, Lehan Sun, Liang Yan, Duo Yun, Zhizhi Fu, Baoxin Zhai, Xin Zhang

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  13. Fluorescence Machine Vision-Based Rapid Quantitative Characterization of Microplastics

    Analytical Chemistry · 2026-03-14

    Qiannan Duan, Hailong Zhang, Jiaqing Tang, Xinyi Xie, Yi Tan, Heyun Fu, Lehan Sun, Liang Yan, Duo Yun, Xiaolei Qu

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