👨‍🎓 Introduction

Dr. Pengzhu Lin is now working as a post-doctoral fellow at The Hong Kong University of Science and Technology currently (HKUST). Before that, he received his Ph.D. from HKUST in 2024, and his M.Eng. and B.Eng. from Huazhong University of Science and Technology (HUST) in 2020 and 2017. His research focuses on heat and mass transfer, energy storage, energy conversion, such as fuel cells and batteries combining with artificial intelligence. He has published papers on top journals including Nature Communications, ACS Energy Letters, Applied Energy, International Journal of Heat and Mass transfer, etc.

📖 Education

• 2020.07 - 2024.07, Ph.D. in Mechanical Engineering, HKUST
• 2017.09 - 2020.06, M. Eng. in Thermal Engineering, HUST
• 2013.09 - 2017.06, B. Eng. in Energy and Power Engineering, HUST

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💻 Selected Research Papers

My paper list is shown at my personal homepage. (To be updated!)

⚡ Fuel cell

• Nature Communications Artificial-intelligence-guided design of ordered gas diffusion layers for high-performing fuel cells via Bayesian machine learning, Jing Sun†, Pengzhu Lin†, Lin Zeng, Zixiao Guo, Yuting Jiang, Cailin Xiao, Qinping Jian, Jiayou Ren, Lyuming Pan, Xiaosa Xu, Zheng Li, Lei Wei, Tianshou Zhao*.
• ACS Energy Letters Quadrilateral-patterned perforated gas diffusion layers boost the performance of fuel cells, Pengzhu Lin†, Jing Sun†, Changxiang He, Maochun Wu*, Tianshou Zhao*.
• Applied Energy Modeling proton exchange membrane fuel cells with platinum-group-metal-free catalysts, Pengzhu Lin, Jing Sun, Changxiang He, Maochun Wu*, Tianshou Zhao*.
• IJHMT A multiscale model for proton exchange membrane fuel cells with order-structured catalyst layers, Pengzhu Lin, Jing Sun, Maochun Wu*, Tianshou Zhao*.
• IJHMT Modeling proton exchange membrane fuel cells with fiber-based microporous layers, Pengzhu Lin†, Jing Sun†, Minhua Shao, Maochun Wu*, Tianshou Zhao*.

🔋 Battery

• AM Developing Quasi‐Solid‐State Ether‐Based Electrolytes with Trifluorotoluylation Ionic Liquids for High Voltage Lithium Metal Batteries, Jin Li, Junjie Chen, Xiaosa Xu, Jiadong Shen, Zhenyu Wang, Zixiao Guo, Pengzhu Lin, Jing Sun*, Baoling Huang*, Tianshou Zhao*.

• Angew Engineering d-p Orbital Hybridization in a Single-Atom-Based Solid-State Electrolyte for Lithium-Metal Batteries, Jiadong Shen, Junjie Chen, Xiaosa Xu, Jin Li, Zhenyu Wang, Yu Wang, Pengzhu Lin, Jing Sun*, Baoling Huang*, Tianshou Zhao*.

• JACS Upgrading Ion Migration and Interface Chemistry via a Cyano-Containing COF in a Single-Ion Conductive Polymer toward High-Voltage Lithium-Metal Batteries, Xiaosa Xu, Junjie Chen, Jin Li, Jiadong Shen, Pengzhu Lin, Zhenyu Wang, Zixiao Guo, Jing Sun*, Baoling Huang*, Tianshou Zhao*.

💡 Energy storage

• EEM In Situ Growth of 2D Metal-Organic Framework Ion Sieve Interphase for Reversible Zinc Anodes, Jing Sun, Qinping Jian, Bin Liu, Pengzhu Lin, Tianshou Zhao*.

• Applied Energy A reduced-order thermal runaway network model for predicting thermal propagation of lithium-ion batteries in large-scale power systems, Changxiang He, Yanhui Liu, Xinyan Huang, Shuaibin Wan, Pengzhu Lin, Baoling Huang, Jing Sun*, Tianshou Zhao*.

📚 AI for Science

(To be updated!)