(1)     Response mechanism of microbial activity, development and application of online detection equipment

(2)     Collaborative reduction and control mechanism and technology of conventional and emerging pollutants in wastewater treatment systems

(1)     In 2017, Second Prize of the Sichuan Provincial Science and Technology Progress Award for "Research and Development and Application of Multi - scale Regulation and Biological Enhancement Treatment Technology for Wastewater", the second completer

(2)     In 2020, Second Prize of the Science and Technology Award of the China Circular Economy Association for "Research, Development and Application of Mathematical Simulation Diagnosis and Optimal Operation Technology for Urban Sewage Treatment Systems", the fourth completer

(3)     In 2022, Nomination Award of "Chengdu Role Model · The Most Beautiful Science and Technology Worker"

(1)     Yadan Yu#, Yangwu Chen#, Shunbo Huang, Rui Wang, Yadong Wu, Houzhen Zhou, Xin Li, Zhouliang Tan*. Enhancing the effluent prediction accuracy with insufficient data based on transfer learning and LSTM algorithm in WWTPs, Journal of Water Process Engineering, 2024, 62, 105267.

(2)    Yadan Yu, Hao Zeng, Liyun Wang, Rui Wang, Houzhen Zhou, Liang Zhong, Jun Zeng,Yangwu Chen*,Zhouliang Tan*. Modeling nitrogen removal performance based on novel microbial activity indicators in WWTP by machine learning and biological interpretation. Journal of Environmental Management, 2024, 354, 120256.

(3)     Chong Yang#, Zhouliang Tan#, Lin Wang, Hongyan Zhang, Wenwei Li, Fan Wang, Xin Li, Houzhen Zhou, Yangwu Chen*. Higher impact resistance and lower antibiotic resistance genes proliferation rate in shortcut nitrification-denitrification process under long-term antibiotics selection pressure. Chemical Engineering Journal, 2023, 471, 144704.

(4)     Yadan Yu, Rui Wang, Shunbo Huang, Fan Wang, Hao Zeng, Liyun Wang, Houzhen Zhou, Zhouliang Tan, Yangwu Chen*. Simultaneous optimal prediction of various influent indexes based on a model fusion algorithm in wastewater treatment plant, Biochemical Engineering Journal, 2023,109009.

(5)    Shunbo Huang, Rui Wang, Yadan Yu, Weihan Zhang, Zhouliang Tan, Houzhen Zhou, Yadong Wu*,Yangwu Chen*. Construction and application of effluent quality prediction model with insufficient data based on transfer learning algorithm in wastewater treatment plants. Biochemical Engineering Journal, 2023, 197, 108807.

(6)     Zhouliang Tan#, Yue Guan#, Yajun Luo, Lin Wang, Houzhen Zhou, Chong Yang, Dan Meng, Yangwu Chen*. Evaluation of the stability of shortcut nitrification-denitrification process based on online specific oxygen uptake rate monitoring, Chinese Chemical Letters, 2023, 108074.

(7)    Lin Wang, Zhaoli Wang, Fan Wang, Yue Guan, Dan Meng, Xin Li, Houzhen Zhou, Xudong Li,Yangwu Chen*, Zhouliang Tan*. Response of performance, antibiotic resistance genes and bacterial community exposure to compound antibiotics stress: Full nitrification to shortcut nitrification anddenitrification. Chemical Engineering Journal, 2023, 451, 138750.

(8)     Yangwu Chen, Houzhen Zhou, Mei Tao, Hong Cai, Zhouliang Tan*, Xudong Li*. Rapid analysis of sludge concentration using a microwave-assisted heating method: Parameters, modelling, and application, Applied Thermal Engineering, 2019, 152, 734-741.

(9)     Yangwu Chen, Chen Wang, Shiyang Dong, Lian Jiang, Yan Shi, Xudong Li, Wantong Zou, Zhouliang Tan*. Microbial community assembly in detergent wastewater treatment bioreactors: Influent rather than inoculum source plays a more important role. Bioresource Technology, 2019,287, 121467.