方文，南京大学环境学院助理教授，博士。长期从事基于人工智能的环境风险管控、减污降碳协同的固废治理策略研究。主持国家自然科学基金面上项目、江苏省碳达峰碳中和科技创新专项子课题，参与国家自然科学基金重点项目等。在Nature Communications、Environment International、Resources, Conservation & Recycling、Science of the Total Environment、Fundamental Research等期刊发表论文多篇，其中一篇发表于Nature Communications（2024）。拥有授权发明专利6件（含危险废物非法倾倒风险识别与溯源、运输风险管控预警、危废实时风险预警等）。作为第一完成人获日内瓦国际新技术新产品发明博览会金奖（2022），作为主要完成人获日内瓦国际新技术新产品发明博览会金奖（2021）、江苏省行业领域（环境能源领域）十大科技进展。
1) Xie, W.J.; Yu, Q.Y.; Fang, W.; Zhang, X.G.; Geng, J.H.; Tang, J.Y.; Jing, W.F.; Ma, Z.W.; Yang, J.X.; Liu, M.M.; Bi, J. Data-driven approaches linking wastewater and source estimation hazardous waste for environmental management. Nature Communications, 2024, 15: 5432.
2) Li, J.L.; Liu, M.M.; Shan, Y.L.; Yang, J.X.; Fang, W.; Ma, Z.W.; Bi, J. Mapping the Water-Economic Cascading Risks within a Multilayer Network of Supply Chains in China. Environmental Science & Technology, 2025, 59: 7960-7972.
3) Hu, L.T.; Deng, S.D.; Ma, J.X.; Liang, K.H.; Shao, Y.C.; Liu, M.M.; Yang, J.X.; Fang, W.; Bi, J.; Ma, Z.W. Informing Risk Hotspots and Critical Mitigations for Rainstorms Using Machine Learning: Evidence from 268 Chinese Cities. Environmental Science & Technology, 2025, 59: 1619-1630.
4) Yang, D.X.; Fang, W. Reduction of antimony bioavailability with the application of stable exogenous organic matter: a comparative study between rice straw and manure compost. Environmental Research, 2025, 277: 121578.
5) Zhang, Y.X.; Yao, S.K.; Zhao, Y.H.; Zhu, S.S.; Fang, W.; Yu, R.R.; Shi, N.W.; Zhang, R.X.; Zhang, Y.; Liang, J.W. STING Agonist-Modified Tumor Targeting Photosensitizer Remodels Cancer-Associated Fibroblasts to Potentiate Photoimmunotherapy in Pancreatic Cancer. Advanced Science, 2026, 13.
6) Geng, J.H.; Ding, Y.M.; Xie, W.J.; Fang, W.; Liu, M.M.; Ma, Z.W.; Yang, J.X.; Bi, J. An ensemble machine learning model to uncover potential sites of hazardous waste illegal dumping based on limited supervision experience. Fundamental Research, 2024, 4: 972-978.
7) Fang, W.; Huang, Y.J.; Ding, Y.M.; Qi, G.X.; Liu, Y.J.; Bi, J. Health risks of odorous compounds during the whole process of municipal solid waste collection and treatment in China. Environment International, 2022, 158: 106951.
8) Liang, K.H.; Hu, L.T.; Ma, Z.W.; Huang, S.Y.; Liu, M.M.; Fang, W.; Yang, J.X.; Bi, J. Non-linear relationships between air temperature and river water quality revealed by a panel dataset of 276 Chinese cities. Communications Earth & Environment, 2025, 6: 1024.
9) Fang, W.; Ding, Y.M.; Geng, J.H.; Liu, Z.; Huang, Y.J.; Yang, J.X.; Ma, Z.W.; Liu, J.G.; Bi, J.; Liu, M.M.; Qu, Z. High potential of coupling the source-separation and incineration promotion to reduce costs based on city-level cost-benefit analysis of municipal solid waste management strategies in China. Resources, Conservation & Recycling, 2023, 197: 107099.
10) Sun, L.; Yang, J.X.; Liu, M.M.; Fang, W.; Ma, Z.W.; Bi, J. Do attitudes toward air pollution influence climate change perception? Evidence from online customers in China. Environmental Research Letters, 2024, 19: 124017.
1. 人工智能技术驱动的环境风险复杂系统动态模拟与治理，国家自然科学基金重点项目（参与） (2023-2027)
2. 数据驱动下危险废物非法倾倒环境风险的精细化评估研究，国家自然科学基金面上项目 (2023-2026)
3. “健康长江泰州行动”指挥中心，政府采购项目 (2023)
4. 碳-气-固-生态多要素协同治理技术基础研究，江苏省科技厅碳达峰碳中和科技创新专项（子课题负责人） (2022-2024)
5. 山水林田湖草生态保护修复工程生态效益评估研究技术协作项目，江苏省地质调查研究院政府采购项目 (2021-2023)
1. AI赋能的企业环境风险立体化诊断与防控技术及应用，江苏省行业领域（环境能源领域）十大科技进展 (2023, 排名第二
2. An Intelligent Monitoring System for Hazardous Waste，日内瓦国际新技术新产品发明博览会金奖 (2022, 排名第一
3. Environmental Impairment Liability Insurance (EIL) System，日内瓦国际新技术新产品发明博览会金奖 (2021, 排名第五)
通信地址：江苏省南京市栖霞区仙林大道163号
邮 编：210023
工作单位：南京大学
电子邮件：wenfang@nju.edu.cn
