周柯，苏州大学能源学院副教授。近年来研究兴趣包括（1）微纳米限域物质和能量的输运过程；（2）AI驱动物理发现和材料设计。近年来以第一作者、通讯作者(含共同)在Nat Commun, Sci Adv, JACS, ACS Nano, Nano Lett, J Chem Theory Comput, Chem Mater, EML等相关领域期刊上发表论文30余篇。主持国家自然科学基金面上/青年项目，中国博士后科学基金特别资助/面上项目，江苏省高校面上项目等。主讲本科生大类基础课《工程力学》（春季学期）。
邮箱：zhouke[at]suda.edu.cn
工作学习经历：
l2011/09 – 2015/07, 西北工业大学，力学与土木建筑学院，工程力学专业本科
l2014/07, 中科院力学所，研究助理
l2015/09 – 2020/06, 清华大学，航天航空学院，工程力学博士，导师徐志平教授
l2017/06 – 2017/09, 美国麻省理工学院，土木与环境工程系，访问学生，合作导师Markus J. Buehler
l2020/11 – 2022/11, 西安交通大学航天学院，助理教授，师资博后，合作导师刘益伦教授
l2022/11 – 至今，苏州大学能源学院副教授，尹万健教授课题组[点击链接]
研究方向：
1.微纳米通道中的水/离子/气体等物质的输运过程；柔性多孔介质流动及热-流-固耦合；复杂流体与界面输运；微纳尺度热管理。
2.基于AI方法的物理发现/挖掘和材料正/逆向设计。
3.AI驱动的水/水合离子/复杂流体的先进计算方法。
详细信息可以查看个人网站[点击链接]和个人介绍[点击链接]。
近期代表性论文：
近年来全部论文可以查看Google Scholar[点击链接]，ORCID ID[点击链接]，ResearchGate[点击链接]。
1.Jiaqiang Li, Ke Zhou, Qing Liu, Bo Tian, Xiaowei Liu, Li Cao, Haicheng Cao, Guanxing Li, Xixiang Zhang, Yu Han,* and Zhiping Lai*, Synthesis of 2D Ordered Graphdiyne Membranes for Highly Efficient and Selective Water Transport, Nature Water (2025), 3, 307–318 (2025).
2.Junyu Lian, Shiping Jiao*, Wanjian Yin, Ke Zhou*, Machine-Learning Potential Molecular Dynamics Reveals the Critical Role of Flexibility in Solid-Liquid Nanofluidic Friction, ACS Nano (2025).
3.Yanlin Zhang, Lei Lei, Jin Wang*, Shangzhen Li, Yanzheng Liu, Yuqing Sun, Tongxin Liao, Rong Chen*, Cong Wang, Kexin Wang, Fulai Luo, Ke Zhou*, Bohao Lv, Lei Wang*, Simultaneous Voltage-Gated Control of Ion and Water Transport in Zr4-Ti3C2Tx Nanochannel Membranes, Nature Communications (2025).
4.Shun Tian,Ke Zhou*, Wanjian Yin, Yilun Liu*,Machine learning enables the discovery of 2DInvarandanti-Invarmonolayers,Nature Communications(2024), 15, 6977.
5.Chenyu Wang,Wei Tian, Ke Zhou*,Ab InitioSimulation of Liquid Water without Artificial High Temperature,Journal of Chemical Theory and Computation(2024), 20, 18, 8202–8213.
6.Wei Tian, Chenyu Wang, Ke Zhou*, The Dynamic Diversity and Invariance of Ab Initio Water, Journal of Chemical Theory and Computation(2024), 20, 23, 10667–10675.
7.Jin Wang*, Zheng Cui, Shangzhen Li, Zeyuan Song, Miaolu He, Yuan Feng,Ke Zhou*, Xudong Wang, Lei Wang*,Unlocking Osmotic Energy Harvesting Potential in Challenging Real-World Hypersaline Environments through Vermiculite-Based Hetero-Nanochannels,Nature Communications(2024), 15, 608.
8.Yahui Xie, Chuanq-Qi, Huang, Ke Zhou*, Yilun Liu*,Elucidating the transport of water and ions in the nanochannel of covalent organic frameworks by molecular dynamics,The Journal of Chemical Physics(2024), 1, 161.
9.Yuanyuan Zhang†,Ke Zhou†, Shigang Su, Jun Gao*, Jian Liu*, Lei Jiang,Congener-welded crystalline carbon nitride membrane for robust and highly selective Li/Mg separation,Science Advances(2024), 10.24,eadm9620.
10.Weipeng Chen†,Ke Zhou†, Zhixin Wu,Yahui Xie, Xue Meng, Ziguang Zhao*, Liping Wen*,Ion-concertation-hopping heterolayer-gel for ultrahigh gradient energy conversion,Journal of the American Chemical Society(2024), 145, 51, 28038–28048.
11.Tao Zhang, Daotong Zhang, Weimin Chen, Yan Chen, Kai Yang, Pei Yang, Nana Pan, Qi Quan, Zhao Li,Ke Zhou*, Minzhi Chen*, Xiaoyan Zhou*,Shape and stiffness switchable hydroplastic wood with programmability and reproducibility,ACS Nano(2023),17, 23, 23524–23534.
12.Qi Li†,Ke Zhou†, Bin Zhu†, Xueli Liu*, Junchao Lao, Jun Gao*, Lei Jiang,Artificial sodium channels for enhanced osmotic energy harvesting,Journal of the American Chemical Society(2023), 145, 51, 28038–28048.
13.Yanyan Zhao,Ke Zhou*, Yilun Liu*,Enhanced Interlayer Adhesion of Wetted Graphene Oxide by Confined Water Bridge,The Journal of Chemical Physics(2023), 159, 024707.
14.Chen Qian,Ke Zhou*,Ab-initio Molecular Dynamics Investigation of the Solvation States of Hydrated Ions in Confined Water,Inorganic Chemistry(2023),62, 43, 17756–17765.
15.Chen Qian,Ke Zhou*, Yunhai Xiong, Xiang Chen, Zhi Li,High-Throughput Discovery and Investigation of Auxetic Two-dimensional Crystals,Chemistry of Materials (2022), 34, 10, 4344–4354.
16.Ke Zhou*, Chen Qian, Yilun Liu*,Quantifying the Structure of Water and Hydrated Monovalent Ions by Density Functional Theory Based Molecular Dynamics,The Journal of Physical Chemistry B(2022), 126, 49, 10471–10480.
17.Shun Tian,Ke Zhou*, Chuan-Qi Huang, Chen Qian, Zhibin Gao, Yilun Liu*,Investigation and Understanding of the Mechanical Properties of MXene by High-Throughput Computations and Interpretable Machine Learning,Extreme Mechanics Letters(2022), 57, 101921.
18.Ke Zhou, Shuping Jiao*, Yan Chen, Huasong Qin, Yilun Liu,Reduced Ionic Conductivity but Enhanced Local Ionic Conductivity in Nanochannel,Langmuir(2021) 37, 43, 12577–12585.
19.Ke Zhou, Zhiping Xu*,Nanoconfinement-Enforced Ion Correlation and Nanofluidic Ion Machinery,Nano Letters(2020), 20, 11, 8392–8398.
20.Ke Zhou, Zhiping Xu*,Deciphering the nature of ion-graphene interaction,Physical Review Research(2020), 2, 042034(R).