5篇代表性论文
[1] Q.N. Duan, H.L. Zhang, J.Q. Tang, X.Y. Xie, Y. Tan, H.Y. Fua, L.H. Sun, L. Yan, D. Yun, X.L. Qu. Fluorescence machine vision-based rapid quantitative characterization of microplastics. Analytical Chemistry, 2026.
[2] H.L. Zhang, Q.N. Duan, L.H. Sun, J.C. Lee, W.D. Wu, C. Zhou, H.F. Zhang, Z.M. Guo, X.D. Zhang, X. Tang, D. Yun, L. Yan, L. Huang, P. Wang, B.X. Zhai. A multi-component heavy metal detection method using UV-Vis superimposed spectrum and deep learning. Journal of Hazardous Materials, 2025.
[3] Q.N. Duan, P.W. Yan, Y.C. Feng, Q.R. Wan, X.L. Zhu. Machine learning assisted heavy metal adsorption performance evaluation of biochar. Frontiers of Environmental Science & Engineering, 2024.
[4] Q.N. Duan, Z.Y. Xu, S.R. Zheng, J.Y. Chen, Y.J. Feng, R. Luo, J.C. Lee. Machine learning based on holographic scattering spectrum for mixed pollutants analysis. Analytica Chimica Acta, 2021.
[5] Q.N. Duan, J.C. Lee. Fast-developing machine learning supports complex system research in environmental chemistry. New Journal of Chemistry, 2020.
主要获奖
以第一完成人获得科技类创新创业大赛奖励8项，；指导本科生获得“互联网+”、“挑战杯”等大学生科技竞赛奖励12项，获得优秀毕业论文/毕业设计多项；指导研究生获得国家级奖学金、学业奖学金等奖励及优秀硕士论文多项。
