Projects per year
Personal profile
Research interests
Mechanical Engineering - Energy storage
Mechanical Engineering - Energy conversion
Mechanical Engineering - Fuel cell technology
Mechanical Engineering - Heat and mass transport
Computer Science / Information Technology - AI for science
Mechanical Engineering - Energy conversion
Mechanical Engineering - Fuel cell technology
Mechanical Engineering - Heat and mass transport
Computer Science / Information Technology - AI for science
Related documents
Education/Academic qualification
PhD in Mechanical Engineering, PhD, The Hong Kong University of Science and Technology
2024
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 6 Clean Water and Sanitation -
SDG 7 Affordable and Clean Energy
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Dive into the research topics where Pengzhu LIN is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 3 Similar Profiles
Projects
- 1 Active
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Simultaneous Maximization of Triple-Phase Boundaries and Transport of Protons, Electrons and Mass in Proton Exchange Membrane Fuel Cells
LIN, P. (PI) & ZHAO, T. (CoI)
1/07/26 → 30/06/29
Project: Research
Research output
- 22 Journal Article
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Electrode Net: tailoring deep learning with signed distance field for fast and accurate multiscale design of porous electrodes
Lin, P., Sun, J., Tang, Y., Ren, J., Xu, X., Li, J., He, C., Wan, S., Li, W. & Zhao, T., 15 Jan 2026, In: Science Bulletin. 71, 1, p. 137-147Research output: Contribution to journal › Journal Article › peer-review
2 Link opens in a new tab Citations (Scopus) -
Interfacial resistance and electric field modulation at the Nafion membrane–electrolyte interface in vanadium redox flow batteries
Wang, Z., Bo, X., Sun, J., Guo, Z., Ren, J., Mei, Y., Xu, X., Li, J., Chen, J., Lin, P., Fan, X. & Zhao, T., 15 Aug 2026, In: International Journal of Heat and Mass Transfer. 264, 10 p., 128766.Research output: Contribution to journal › Journal Article › peer-review
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Single-atom catalyzed formation of inorganic-rich SEI/CEI for durable anode-free solid-state lithium metal batteries
Xu, X., Chen, J., Li, J., Wang, Z., Guo, Z., Lin, P., Wang, Y., Sun, J., Huang, B. & Zhao, T., 13 Jan 2026, In: Energy and Environmental Science. 19, 1, p. 284-298 15 p.Research output: Contribution to journal › Journal Article › peer-review
10 Link opens in a new tab Citations (Scopus) -
Artificial-intelligence-guided design of ordered gas diffusion layers for high-performing fuel cells via Bayesian machine learning
Sun, J., Lin, P., Zeng, L., Guo, Z., Jiang, Y., Xiao, C., Jian, Q., Ren, J., Pan, L., Xu, X., Li, Z., Wei, L. & Zhao, T., 15 Jul 2025, In: Nature Communications. 16, 1, 13 p., 6528.Research output: Contribution to journal › Journal Article › peer-review
Open Access34 Link opens in a new tab Citations (Scopus) -
Developing Quasi-Solid-State Ether-Based Electrolytes with Trifluorotoluylation Ionic Liquids for High Voltage Lithium Metal Batteries
Li, J., Chen, J., Xu, X., Shen, J., Wang, Z., Guo, Z., Lin, P., Sun, J., Huang, B. & Zhao, T., 17 Jul 2025, In: Advanced Materials. 37, 28, 13 p., 2501006.Research output: Contribution to journal › Journal Article › peer-review
Open Access16 Link opens in a new tab Citations (Scopus)
Activities
- 2 Invited
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Artificial-intelligence-guided design of ordered gas diffusion layers for highperforming fuel cells via Bayesian machine learning
LIN, P. (Invited speaker)
11 Aug 2025Activity: Talk or presentation › Invited
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Multi-scale and Al-assisted investigations of mass transport in proton exchangemembrane fuel cells
LIN, P. (Invited speaker)
8 Nov 2024Activity: Talk or presentation › Invited