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5年来申请人以通讯/第一作者(含共同、唯一)在Nat Commun、ACS Nano、Nano Lett、EML、Sci Adv、JACS、Langmuir和JCTC等期刊发表论文30余篇，以合作作者在Nat Water、Nat Commun等高水平期刊发表论文多篇。受邀在中国力学大会、全国物理力学学术会议、低维材料力学青年研讨会等相关会议做邀请报告多次。作为项目负责人，主持国家自然基金面上项目、青年项目，博士后基金特别资助项目，博士后基金面上资助项目等。曾入选西安交通大学青年优秀学者人才支持计划A类，苏州大学优秀青年学者，江苏省双创博士计划。主讲本科生大类基础课《工程力学》（春季学期）。

邮箱：zhouke@suda.edu.cn

每年招收硕士生若干名，欢迎保研学生提前咨询，欢迎考研学生报考。本人从事交叉学科研究，对学生的专业背景无任何要求，欢迎物理、化学、材料、生物、能动、机械、计算机、土木、水利、环境等理工科学生。


教育背景：


工作履历：


奖励与荣誉：


学生培养：


近期研究方向：

  1. 纳米限域物质输运的微观机理和调控/优化方法。

    2. 代表性工作：ACS Nano 2025,  Nat. Water 2025,  Sci. Adv. 2024, Nat. Commun. 2024b, JACS 2023, ACS Nano 2022, Langmuir 2021, JPCC 2020, Nano Lett. 2020

  2. AI驱动的材料正/逆向设计与物理发现

    3. 代表性工作：Nat. Commun. 2024a, Chem. Mater. 2022, EML 2022

  3. 水/水合离子的先进计算方法

    4. 代表性工作：JCTC 2024a, JCTC 2024b, Inorg. Chem. 2023, JPCB 2022

详细信息可查看个人网站。


近期代表性论文：

近年来全部论文可以查看Google Scholar，ORCID ID，ResearchGate。\*代表通讯作者，†代表同等贡献，紫色为所指导学生。

  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, and 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 2D Invar and anti-Invar monolayers, Nature Communications (2024), 15, 6977.
  5. Chenyu Wang, Wei Tian, Ke Zhou*, Ab Initio Simulation 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. 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.
  8. Yahui Xie, Chuanq-Qi, Huang, Ke Zhou*, Yilun Liu*, Unveiling the Transport of Water and Ions in the Nanocage of Zeolitic Imidazolate Frameworks by Molecular Dynamics, Applied Surface Science (2024), 652, 159311.
  9. 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.
  10. 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.
  11. 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.
  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. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. Ke Zhou, Zhiping Xu*, Nanoconfinement-Enforced Ion Correlation and Nanofluidic Ion Machinery, Nano Letters (2020), 20, 11, 8392–8398.
  21. Ke Zhou, Zhiping Xu*, Deciphering the nature of ion-graphene interaction, Physical Review Research (2020), 2, 042034(R).