清洁能源，固态电池，超快合成与制造技术，电化学储能，人工智能

清洁能源

锂离子电池与固态电池多时、空尺度研究

代表性成果：

1. 固态电池与电池安全

· J. Wan#, J. Xie#, X. Kong, Z. Liu, K. Liu, F. Shi, A. Pei, H. Chen, W. Chen, J. Chen, X. Zhang, L. Zong, J. Wang, L.-Q. Chen, J. Qin, Y. Cui*, “Ultrathin, Flexible, Solid Polymer Composite Electrolyte Enabled with Aligned Nanoporous Host for Lithium Batteries”, Nature Nanotechnology, 2019, 14, 705-711 (ESI热点论文，ESI高被引论文)

· Y. Ma#, J. Wan#, X. Xu#, A. D. Sendek, S. E. Holmes, B. Ransom, Z. Jiang, P. Zhang, X. Xiao, W. Zhang, R. Xu, F. Liu, Y. Ye, E. Kaeli, E. J. Reed*, W. C. Chueh*, Y. Cui* "Experimental Discovery of a Fast and Stable Lithium Thioborate Solid Electrolyte, Li6+2x[B10S18]Sx (x ≈ 1)", ACS Energy Letters, 2023, 8, 2762–2771

· Y. Cui#, J. Wan#, Y. Ye, K. Liu, L. Chou, Y. Cui*, “A Fireproof, Lightweight, Polymer-Polymer SolidState Electrolyte for Safe Lithium Batteries”, Nano Letters, 2020, 20, 1686-1692

· Y. Yang#, H. Chen#, J. Wan#, R. Xu, P. Zhang, W. Zhang, S. T. Oyakhire, S. C. Kim, D. T. Boyle, Y. Peng, Y. Ma, Yi Cui*, “An Interdigitated Li-Solid Polymer Electrolyte Framework for Interfacial Stable All-Solid-State Batteries”, Advanced Energy Materials, 2022, 2201160

· Y. Liu, C. Li, C. Li, L. Xu, S. Zhou, Z. Zhang, J. Zhang, D. Soham, R. Fan, H. Liu, G. Chen, Y. Li, T. Ling, Z. Li, J. Tao*, J. Wan*, "Porous, Robust, Thermal Stable, and Flame Retardant Nanocellu-lose/Polyimide Separators for Safe Lithium-Ion Batteries", Journal of Materials Chemistry A, 2023,11, 23360-23369

· Y. Liu, C. Li, C. Li, Z. Liang, X. Hu, H. Liu, Z. Zhang, M. Cui, G. Chen, J. Wan*, X. Zhang, J. Tao* “Highly Thermally Stable, Highly Electrolyte-Wettable Hydroxyapatite/Cellulose Nanofiber Hybrid Separators for Lithium-Ion Batteries”, ACS Applied Energy Materials, 2023, 6, 3862–3871

2. 电解液工程

· C. Li, Z. Liang, L. Wang, D. Cao, Y. Yin, D. Zuo, J. Chang, J. Wang, K. Liu*, X. Li*, G. Luo*, Y. Deng, J. Wan*, "Superwettable Electrolyte Engineering for Fast Charging Li-Ion Batteries", ACS Energy Letters, 2024, 1295-1304

· Z. Liang,# C. Li,# D. Zuo, L. Zeng, T. Ling, J. Han*, J. Wan*, "Achieving stable Zn metal anode through novel interface design with multifunctional electrolyte additive", Energy Storage Materials, 2023, 63, 102980

· C. Li, Z. Liang, Z. Li, D. Cao, D. Zuo, J. Chang, J. Wang, Y. Deng, K. Liu*, X. Kong*, J.Wan* “Self-Assembly Monolayer Inspired Stable Artificial Solid Electrolyte Interphase Design for Next-Generation Lithium Metal Batteries”, Nano Letters, 2023, 23, 4014-4022   

人工智能

代表性成果：

· N. Guo#, S. Chen#, J. Tao*, Y. Liu*, J. Wan*, X. Li*, "Semi-supervised Learning for Explainable Few-shot Battery Lifetime Prediction", Joule, 2024, 8, 1-17 (Lead Contact Author)

· T. Lin#, S. Chen#, S. J. Harris, T. Zhao, Y. Liu*, J. Wan*, "Investigating explainable transfer learning for battery lifetime prediction under state transitions", eScience, 2024, 100280

· S. Zhao, S. Chen, C. Li, Y. Liu*, J. Wan*, X. Li*, "Potential to Transform Words to Watts with Large Language Models in Battery Research", Cell Reports Physical Science, 2024, 5, 101844

· J. Li, M. Zhou, H. Wu,* L. Wang, J. Zhang, N. Wu,* K. Pan, G. Liu, Y. Zhang, J. Han, X. Liu,* X. Chen, J. Wan, Q. Zhang*, "Machine Learning-Assisted Property Prediction of Solid-State Electrolyte", Advanced Energy Materials, 2024, 2304480

· Y. Liu*, S. Chen, P. Li, J. Wan*, X. Li*, "Status, Challenges, and Promises of Data-Driven Battery Lifetime Prediction under CPS Context", IET Cyber-Physical Systems: Theory & Applications, 2024, 1-11 (Keynote Invited Review)

· T. Lu, X. Zhai, S. Chen, Y. Liu*, J. Wan*, G. Liu, X. Li*, "Robust battery lifetime prediction with noisy measurements via total-least-squares regression", Integration, 2024, 102136

超快合成与制造技术

代表性成果：

a. 电池超快回收

· Y. Yin,# C. Li,# X. Hu, D. Zuo, L. Yang, L. Zhou, J. Yang, and J. Wan* "Rapid, Direct Regeneration of Spent LiCoO2 Cathodes for Li-Ion Batteries", ACS Energy Letters, 2023, 8, 3005−3012

· X. Hu#, Y. Yin#, C. Li, L. Zhou, L. Yang, Y. Feng, D. Zuo, C. Ning, D. Soham, S. Dai, L. Qiu*, L. Zeng*, H. J. Woo*, J. Wan*, "Microwave-accelerated Direct Regeneration of LiCoO2 Cathodes for Li-ion Batteries", SCIENCE CHINA Chemistry, 2024, Online (Invited paper for "Chemistry and the Dual Carbon Strategy" theme collection)

b. 超快精准合成

· Y. Feng#, L. Yang#, Z. Yan#, D. Zuo, Z. Zhu, L. Zeng, Y. Zhu*, J. Wan*, "Discovery of High Entropy Garnet Solid-state Electrolytes via Ultrafast Synthesis", Energy Storage Materials, 2023, 63, 103053

· D. Zuo,# L. Yang,# Z. Zou, S. Li, Y. Feng, S. J. Harris, S. Shi, J. Wan and Jiayu Wan* "Ultrafast Synthesis of Nasicon Solid Electrolytes for Sodium-Metal Batteries", Advanced Energy Materials, 2023, 13, 2301540

c. 其他

· X. Hu, D. Zuo, S. Cheng, S. Chen, Y. Liu, W. Bao, S. Deng, S. J. Harris, J. Wan*, “Ultrafast materials synthesis and manufacturing techniques for emerging energy and environmental applications”, Chemical Society Reviews, 2023, 52, 1103-1128

· L. Xu,# X. Hu,# S. Zhou, Z. Zhang, J. Zhang, C. Li, D. Zuo, H. Liu, G. Chen, J. Wan*, J. Tao* "Simple-structured hydrophilic sensors for sweat uric acid detection with laser-engraved polyimide electrodes and cellulose paper substrates", Chinese Chemical Letters, 2023, 109103