邮箱: liaoyuan@gbu.edu.cn,liaoyuan1016@outlook.com
Google Scholar:?Yuan Liao? - ?Google 学术搜索
学习经历
工作经历
研究方向
廖园博士长期专注于有机分离膜材料与复合膜的创新研发,聚焦于化学工程、材料工程与环境工程的交叉领域。结合人工智能技术,指导膜材料设计与膜过程优化,推动膜技术在资源回收、医药浓缩及分离等领域的应用。其研究方向包括:
? 先进膜材料开发:设计抗污染、高选择性复合膜,应用于高盐废水分离及资源回收、药物高效浓缩及分离等领域,并基于机器学习算法预测膜材料性能。
? 低碳膜过程集成:结合光热转换、光催化技术,耦合膜蒸馏、正渗透、膜生物反应器等技术,助力碳中和目标下的零排放。
? 医药膜技术与绿色应用:开发超疏水/超亲水功能化膜材料,实现生物医药领域小分子药物精准浓缩与分离,推动医药行业的绿色化发展,为可持续工程提供技术支持。
? 人工智能驱动的膜材料及过程:探索人工智能技术在膜材料及过程中的应用,通过机器学习算法优化膜材料设计和膜过程控制,提高膜技术的效率和可持续性。
学术成就
主持国家自然科学基金、天津市自然科学基金、山东省双碳创新创业共同体项目等项目研究成果。在Progress in Polymer Science, Environmental Science and Technology, Water Research, Journal of Membrane Science, Desalination, Separation and Purification Technology等中科院一区期刊发表论文50余篇,H-index 32,总引用超4500次,2022-2024年入选全球TOP 2%科学家榜单(斯坦福大学与爱思唯尔联合发布)。授权国家发明专利6项,国际专利1项。Membranes 期刊评选为“2023年度优秀女性青年科研工作者”(Membranes 2023 Early Career-Women Award)。获天津市优秀青年科技工作者、天津市“131”创新型人才培养工程第三层次、世界未来基金环境与可持续发展博士论文奖、国家优秀自费留学生奖学金、由欧盟膜协会颁发膜科学方向年度最佳论文奖、新加坡国家研究基金-环境与水技术博士奖学金等。
学术与社会服务
代表性成果
1. L. Yao, X. Xu, Y. Gui, Y. Li, Z. Chen*, J. Han, Y. Liao*, An electrochemical impedance spectroscopy study on ion-fouling of forward osmosis membranes, Desalination, 2024, 578, 117466.
2. J. Han, P. Dai, C. Gu, Y. Liao*, Y. Zhao, A.G. Razaqpur*, G. Sun, S. Chou, Emulsified oily wastewater treatment via fertilizer drawn forward osmosis using a corrugated thin film composite membrane, Journal of Membrane Science, 2023, 685, 121926.
3. X. Liao, Y.J. Lim, M. Khayet, Y. Liao*, L. Yao, Y. Zhao, A.G. Razaqpur*, Applications of electrically conductive membranes in water treatment via membrane distillation: Joule heating, membrane fouling/scaling/wetting mitigation and monitoring, Water Research, 2023, 120511.
4. X. Zhang, X. Liao, M. Shi, Y. Liao*, A.G. Razaqpur*, X. You, Guide to rational membrane selection for oily wastewater treatment by membrane distillation, Desalination, 2023, 549, 116323.
5. X. Liao, S. Chou, C. Gu, X. Zhang, M. Shi, X. You, Y. Liao*, A.G. Razaqpur*, Engineering omniphobic corrugated membranes for scaling mitigation in membrane distillation, Journal of Membrane Science, 2023, 665, 121130.
6. J. Han, S. Chen, X. You, Y. Liao*, J.J. Huang, A.G. Razaqpur*, Acid mine drainage treatment by fertilizer drawn forward osmosis for irrigation, Resources, Conservation and Recycling, 2022, 186, 106574.
7. G. Yuan, Y. Tian, B. Wang, X. You, Y. Liao*, Mitigation of membrane biofouling via immobilizing Ag-MOFs on composite membrane surface for extractive membrane bioreactor, Water Research, 2022, 209, 117940.
8. A. G. Razaqpur, Y. Wang, X. Liao, Y. Liao*, R. Wang, Progress of photothermal membrane distillation for decentralized desalination: a review, Water Research, 2021, 201, 117299.
9. J. J. Huang, Y. Tian, L. Chen, Y. Liao*, M. Tian, X. F. You, R. Wang, Electrospray-printed three-tiered composite membranes with enhanced mass transfer coefficients for phenol removal in an aqueous-aqueous membrane extractive process, Environmental Science & Technology 2020, 12, 7611.
10. Y. Liao, C. H. Loh, M. Tian, R. Wang*, A.G. Fane, Progress in electrospun polymeric nanofibrous membranes for water treatment: fabrication, modification and applications, Progress in Polymer Science, 2018, 77, 69.