Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-3456-5347
Scopus Author ID: 57210434660
Impact
Biography
Prof. Xingyu Guo is currently a Research Assistant Professor in the Department of Data Science at CityUHK, through the GRAP Scheme. She earned a B.Sc. degree in Materials Science and Engineering from Northwestern Polytechnical University in Xi'an, China, and a Ph.D from the University of California, San Diego. Following her Ph.D., she continued her research in the School of Physics at Fudan University as a postdoctoral scholar, before joining CityUHK. Her research interests and expertise are focused on designing new materials for energy storage and conversion using quantum mechanical simulations and artificial intelligence. She has developed novel models and methods that are widely used by the community to advance the development of next-generation battery materials.
Research Interests/Areas
AI for Materials Science, Materials Informatics and Machine Learning for Battery Materials Design.
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 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action
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Collaborations from the last five years
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Research output
- 16 RGC 21 - Publication in refereed journal
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Benchmarking Universal Machine Learning Interatomic Potentials for Alkali-Ion Battery Kinetics
Guo, X., Gui, C. & Wang, Z., 6 Jul 2026, In: ACS Materials Letters. 8, 7, p. 1891-1899 9 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Green Upcycling Strategy for Spent Lithium-Ion Batteries: One-Step Coupling of Fluoridation Inhibition and Lattice Stabilization
Liu, Y., Jiao, B., Zhang, B., Guo, X., Zhang, L., Wang, G., Chen, J., Yu, J., Xu, P. & Zhang, Q., 27 Jan 2026, In: ACS Nano. 20, 3, p. 2830-2841 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
6 Link opens in a new tab Citations (Scopus) -
Multiscale Understanding of Anode-Electrolyte Interfaces Challenges in Sulfide-Based All-Solid-State Lithium-Metal Batteries
Li, J., Zhao, L., Li, R., Feng, T., Cai, Y., Fu, Z., Zhang, H., Li, H., Zhao, X., Guo, X. & Wen, B., 25 Feb 2026, In: ACS Applied Materials & Interfaces. 18, 7, p. 10743-10767 25 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Link opens in a new tab Citation (Scopus) -
Unlocking High-Energy Metal Fluoride Cathodes through Modulated Interfacial Kinetics
Wu, Y. (Co-first Author), Guo, X. (Co-first Author), Nie, W., Pang, Z., Liu, X., Li, R., Li, J., Fan, Y., Zhou, H., Wang, Z., Deng, Y., Wang, B., Kang, F., Whittingham, M. S. & Wen, B., 17 Jun 2026, In: Journal of the American Chemical Society. 148, 23, p. 23666–23677 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Connecting adjacent active layers with structural pillars for high-performance Li-organic batteries
Zhang, K. (Co-first Author), Pan, Y. (Co-first Author), Guo, X. (Co-first Author), Wang, J., Li, C., Li, J., Liao, M., Jiang, Y., Li, W., Zhang, K., Ye, Q., Ma, L., Gong, X., Li, K., Wang, Y., Gao, Y., Gong, X.-G., Peng, H. & Wang, B., Nov 2025, In: eScience. 5, 6, 100401.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile7 Link opens in a new tab Citations (Scopus)4 Downloads (CityUHK Scholars)
Projects
- 1 Active
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NSFC-YPC-HK: AI-Driven Design and Investigation of Electrochemical Mechanisms in Li- Excess Cathode Materials
GUO, X. (Principal Investigator / Project Coordinator)
1/01/26 → …
Project: Research