
刘亚伟,男,博士,讲师,毕业于上海交通大学
主要研究方向:
机器学习增强QSAR建模在环境领域中的应用
代表性论文:
1、 Liu, Y., Cheng, Z., Liu, S., Tan, Y., Yuan, T., Yu, X., & Shen, Z. (2020). Quantitative structure activity relationship (QSAR) modelling of the degradability rate constant of volatile organic compounds (VOCs) by OH radicals in atmosphere. Science of The Total Environment, 729, 138871.
2、 Liu, Y., Liu, S., Cheng, Z., Tan, Y., Gao, X., Shen, Z., & Yuan, T. (2021). Predicting the rate constants of volatile organic compounds (VOCs) with ozone reaction at different temperatures. Environmental Pollution, 273, 116502.
3、 Liu, Y., Cheng, Z., Liu, S., Ren, Y., Yuan, T., Zhang, X., ... & Shen, Z. (2022). A quantitative structure activity relationship (QSAR) model for predicting the rate constant of the reaction between VOCs and NO3 radicals. Chemical Engineering Journal, 448, 136413.
4、 Liu, Y., Tan, Y., Cheng, Z., Liu, S., Ren, Y., Chen, X., ... & Shen, Z. (2022). Quantitative structure-activity relationship (QSAR) guides the development of dye removal by coagulation. Journal of Hazardous Materials, 438, 129448.
5、 Liu, Y., Wang, Z., Cheng, Z., Ren, Y., Tan, Y., Yuan, T., & Shen, Z. (2025). A comprehensive screening method of oxidation systems based on reaction rate constant (k value) and emergy (Em value). Science of The Total Environment, 959, 178216.
联系电话:18521306730
电子邮箱:yaweiliu@wzu.edu.cn