1.Shisheng Zheng, Bingxu Wang, Mengmeng Zhang, Jiawei Tan, Hang-Biao Lv, Ran Liu, Zhong-Zhang Shi, Xin Li, Ruoxuan Wang, Siwang Zhang, Jingyan Li, Yingru Zhao, Jie Wu*, Jian-Feng Li*, Shing-Tung Yau*, Feng Pan*, Topological Data Analysis in Materials Science: Principles, Machine Learning Integration, and Application Landscapes, Chem. Rev. 2026, 126, 12, 7029–7067

2.Yutong Liu, Wenhua Zuo, Wei Wang, Cong Lin, Qingsong Weng, Yinggang Zhu, Kai Zhang, Ke Du, Haihui Ruan, Feng Pan, Xuejie Huang, Xiang Liu*, Hailong Yu*, Guohua Chen*, Qiang Liu*, Dynamic delocalization of stress in brittle battery positive electrode active materials by shape-memory polymer nanocoating, Nature Nanotechnology 2026, 1-10.

3.Feng Jin, Wenguang Zhao, Ingeborg Sellæg Ellingsen, Henrik Rotvær Bratlie, Quoc Hung Nguyen, Dragos Stoian, Kenneth Marshall, Wouter van der Beek, Per Erik Vullum, Manuel Dillenz, Jose Maria Castillo Robles, Juan Maria Garcia Lastra, Ivano Eligio Castelli, Feng Pan, Günther J. Redhammer, Daniel Rettenwander*, Thiourea-derived coating enabled lithium-rich manganese oxide positive electrode in solid-state batteries, Nature Communications 2026.

4.Wenguang Zhao, Zijian Li, Mingyang Li, Hengyu Ren, Cong Lin, Haocong Yi, Shengyu Wu, Xiaohu Wang, Jun Wang, Bin Fei, Muyu Zhang, Mingwei Wang, Ye Sun, Guojie Chen, Zhefeng Chen, Weixin Chen, Xiaoxu Zhao, Shunning Li, Dong Zhou*, Qinghe Zhao*, Feng Pan*, Origin of crack propagation in lithium cobalt oxide positive electrode for lithium-ion batteries, Nature Communications 2026, 17, 8525.

5.Ru-Yu Zhou, Shisheng Zheng, Rui Ma, Yao-Hui Wang*, Mengting Zhao, Chongyuan Zhai, Jin-Chao Dong, Feng Pan*, Jian-Feng Li*, Deciphering Cation-Stabilized NO2 at the Molecular Level in Electrocatalytic Nitrate Reduction, Journal of the American Chemical Society 2026, 148, 1, 425–433.

6.Bin Feng, Bingxu Wang, Linpeng Lv, Mingzheng Zhang, Zhefeng Chen, Feng Pan*, Shunning Li*, Interpreting X‑ray Diffraction Patterns of Metal–Organic Frameworks via Generative Artificial Intelligence, Journal of the American Chemical Society 2026, 148, 1, 869–878.

7.Shiming Chen, Kai Yang, Wenguang Zhao, Wei Yang, Jiangxiao Li, Chenyu Yang, Zhikang Deng, Yue Zuo, Xiaohu Wang, Zu-Wei Yin, Junyang Li, Meng Zhang, Feng Pan, Luyi Yang*, Durable Interphase Engineering on SiOx Anodes Through Interfacial‐Enrichment‐Facilitated Polymerization, Advanced Materials 2026, e74536.

8.Guobiao Jin, Chang Wang, Feng Jin*, Rui Liu, Xinlin Shi, Hongpeng Liu, Junping Jia, Peng Du, Zirui Lou*, Feng Pan*, Interconnected Closed Pores Enable Dense and Facile Sodium Storage in Hard Carbon, Advanced Materials 2026, e74503.

9.Chunyu Xu, Hengyu Ren*, Xiaohu Wang, Zijin Xu, Haocheng Ji, Haocong Yi, Funing Yu, Wenguang Zhao, Wenzhe Bao, Qinghao Lai, Zizheng Tong, Bowen Nan, Shiming Chen, Zhaohuang Zhan, Zhongzhe Li, Tao Zeng, Hui Chen, Weiyuan Huang, Jiajie Liu, Qinghe Zhao*, Feng Pan*, Decoupled Synthesis Pathway via Precursor Functionalization Stabilizes High-Voltage Nickel-Based Cathodes, Advanced Materials 2026, e74909.

10.Chenhui Wang, Wei Lin, Hui Hu, Yan Li*, Feng Pan, Chengxin Wang*, A Universal Quasi-Atom Interaction Model and Application in Designing Single-Atom Catalysts for Alkali–Metal Chalcogenide Batteries, Advanced Materials 2026, e74445. 

11.Mingjian Zhang, Zhefeng Chen, Tongchao Liu, Deshun Hong, Longlong Fan, Ziyan Wu, Yang Ren, Yu-Sheng Chen, Feng Pan*, Correlating Structure Change With Magnetic Ordering and Spin Fluctuation During Delithiation of Transition Metal Layered Oxide, Angewandte Chemie International Edition,  2026, e21015（1-6）

12.Lu Wang, Hao Zhang, Zhibo Song, Haoliang Wang, Yumeng Lan, Zu-Wei Yin, Luyi Yang*, Feng Pan*, Multidentate Coordination Chemistry Enables Adaptive Ionic Cross-Linking ofConductive Binder for Reversible Silicon Anodes, Journal of the American Chemical Society,  2026, 148, 7, 7919–7930 

13.YuWu, Shunning Li, Bowen Jin*, Yusen Yang, Jiahui Zeng, Mingfei Shao*, Feng Pan*, Xue Duan, Aqueous Magnesium-Ion Battery Anode with 75,000 Cycles Lifespan, Journal of the American Chemical Society, 2026, 148, 8, 8873–8883

14.Wenguang Zhao, Zijian Li, Tongsheng Deng, Hengyu Ren, Haocong Yi, Xiaohu Wang, Feng Jin,Cong Lin, Zhihao Shen, Shiming Chen, Chunyu Xu, Zijin Xu, Zhefeng Chen, Dong Zhou, Jun Wang,Bin Fei,* Shunning Li,* Feng Pan,* and Qinghe Zhao*, Roles of Slab-Gliding-Induced Surface Nano-Steps in High-Voltage Instability of LiCoO2, Journal of the American Chemical Society,148, 15, 15672–15682

15.Zhizhuo Hou, Haocheng Ji, Zhaohuang Zhan, Jian Liu, Luyi Yang, Yuan Lin, Feng Pan*, Microphase-Separated Elastomers Enable Synergistic Dispersion and Coalescence Control in Conductive Pastes for Fine Printing, Advanced Materials, 2026; 0:e20252（1of 11)

16.Hengyu Ren, Xiaohu Wang, Wenwei Cai, Wenguang Zhao, Kunchen Xie, Dongwen Zou, Tao Zeng, Funing Yu, Zhikang Deng, Haocong Yi, Chunyu Xu, Wenhua Zhang, Shunning Li, Qinghe Zhao, Feng Pan, Polyphosphates-Based Cathode-Electrolyte Interphase for 4.65 V LiCoO2, Advanced Materials 2026; 0:e73065 1 of 13

17.Haoyu Xue, Wenguang Zhao, Minzhi Zhan, Dong Zhou, Nian Zhang, Zhefeng Chen, Rui Qi, Mihai Chu, Shunning Li, Jun Wang*, Qi Liu*, Feng Pan*, Mingjian Zhang*, Deciphering Metastable Structure Evolution in Voltage Hysteresis of Lithium-Rich Cathodes, ACS Nano, 2026, 20, 8, 7205–7215

18.Xinlin Shi, Guobiao Jin, Jie Lin, Feng Jin, Rui Liu, Lu Wang, Yumeng Lan, Zhihao Shen, Qimin Tian, Hongzhou Lu, Xinjun Qian, Qingsong Wang, Keao Wu, Junping Jia, Haipeng Yang, Hai Lin, Zirui Lou, Feng Pan*, Bioacid Mediated Biocarbon for Competitive Sodium-ion Battery Energy, Energy Storage Materials 88 (2026) 105101

19.Qimin Tian, Xinyu Qiao, Guobiao Jin, Xinlin Shi, Lu Wang, Yumeng Lan, Zhaohuang Zhan, Peng Du, Jianyu Wang, Junping Jia, Xiaomin Xu, Hai Lin, Zirui Lou, Feng Pan*, Thermal-mechanical Triphasic Assembly Enables Ultra-Strong Soy Protein Adhesives Via Biomass Welding, 2026, Cell Reports Physical Science 7, 103216

2. Feng Jin, Bingxu Wang, Meenal Agrawal, Ingeborg Sellæg Ellingsen, Guobiao Jin, Lulu Alluhaibi, Alexey Maximenko, Marcin Zając, Dragos Stoian, Kenneth Marshall, Wouter Van Beek, Feng Pan*, Daniel Rettenwander*, Sulfur-Induced Lattice Disordering in Halide Electrolytes Enables Superionic Sodium Ion Conduction, ChemRxiv, 2026