Data-driven design of advanced magnesium-battery electrolyte via dynamic solvation models

Ruimin Li, Wanyu Zhao, Zhengqing Fan, Meng Zhang, Jiayi Li, Rushuai Li, Zhijun Zuo and Xiaowei Yang

Energy Environ. Sci., 2025, 18, 6790
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Electrochemical power sources enabled by multi-ion carriers

Yu Zhang, Pingping Wu, Chunxiao Chen, YangJie Liu, Xiaoqi Cai, Wenli Liang, Minghao Li, Xinyu Zhuang, Yujie Li, Xipeng Chen, Mengyuan Sun, Lan Wei, Xiang Hu and Zhenhai Wen

Chem. Soc. Rev., 2025, 54, 9685
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A Ba0.5Sr0.5TiO3 Interlayer Enabling Ultra‐Stable Performance in Hybrid Solid–Liquid Lithium Metal Batteries

Zhen Chen, Yang Wang, Kepin Zhu, Ziqi Zhao, Xian‐Ao Li, Yixin Wu, Xinwei Dou, Minghua Chen and Chuying Ouyang

Energy & Environ Materials, 2025, 8
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Vacancy-ordered perovskite superlattice in cerium titanate negative electrode for enhanced lithium-ion storage

Xuhui Xiong, Zhengwang Liu, Ruixuan Zhang, Liting Yang, Guisheng Liang, Ke Pei and Renchao Che

Nat Commun, 2025, 16
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Zn-substituted MnHCF suppresses the Jahn–Teller distortion and enhances ionic conductivity

Zu-Tao Pan, Bo Li, Yao Xu and Ling-Bin Kong

Journal of Electroanalytical Chemistry, 2026, 1007, 119923
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Machine Learning-Based Data Prediction in Friction Stir Spot Welding for AA2018-H2 and C10200 on Fracture Load and Ductility

Suprim Sardar, Sutanu Misra and Partha Pratim Dey

J. of Materi Eng and Perform, 2026, 35, 1598
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Advanced fast-charging anode designs for sodium-ion batteries

Jiaxin Wang, Yanling Yang, Jingeng Chen, Xiao-Lei Shi, Yu Sun, Xuefeng Tian, Hao Che, Yuefeng Chen and Zhi-Gang Chen

Progress in Materials Science, 2026, 156, 101564
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A time series physics-informed neural network framework for the state of health estimation of lithium-ion batteries

Weina Zhang, Hao Zhang and Zhongqin Bi

Journal of Energy Storage, 2026, 142, 119549
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Transformer-based model predictive control with anode potential awareness for online fast charging optimization of lithium-ion batteries

Zixian Zhuang, Hongxu Chen, Ying Chen, Weiling Luan, Haofeng Chen and Xiaoyan Ji

Applied Energy, 2026, 404, 127158
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Experimental Investigation of Fast Charging Protocols Over Aging Using Multilayer Pouch Cells with Silicon-Dominant Anodes

S. Friedrich, J. Mährlein, A. Durdel and A. Jossen

J. Electrochem. Soc., 2025, 172, 070518
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Biphasic MoO2/Mo2C-Passivated Graphite Anodes for Fast-Charging Lithium-Ion Batteries

Sang Hyeok Bae, Joo Hyeong Suh, Yejin Jo, Yong Jun Cho, Min Kyung Cho, Jung Hwan Park, Min-Sik Park and Sunho Jeong

ACS Nano, 2025, 19, 40850
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Comprehensive overview of phase change materials in electronics, building, and solar applications

Kasiviswanathan S, Mohamed Iqbal Shajahan, Bharathiraja R, Arun Prasad Murali and Ali Cemal Benim

Eng. Res. Express, 2026, 8, 032502
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From Empirical Measurements to AI Fusion—A Holistic Review of SOH Estimation Techniques for Lithium-Ion Batteries in Electric and Hybrid Vehicles

Runzhe Shan, Yaxuan Wang, Shilong Guo, Yue Cui, Lei Zhao, Junfu Li and Zhenbo Wang

Energies, 2025, 18, 3542
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Surface and interfacial cutting analysis system for adhesive strength measurement in rechargeable lithium batteries

Cheol Bak, Seungyeop Choi, Won Seok Yang, Hye Min Kim, Jun Pyo Seo, Dongyoon Kang, Jaejin Lim, Jaecheol Choi and Yong Min Lee

Journal of Energy Storage, 2026, 150, 120461
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Fast-charging lithium-ion batteries electrodes enabled by self-regulating micro-channels networks

Yongtai Xu, Zhiwen Zheng, Jianze Feng, Xixian Li, Kailimai Su, Ziqiang Liu, Hui Ying Yang and Xingbin Yan

Chinese Chemical Letters, 2026, 37, 110751
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Emerging biomass functional materials for stable zinc anode

Ziang Zhao, Rui Zhang, Zhijiang Li, Jianchao Sun, Xunzhu Zhou, Zhenhua Yan, Lin Li and Xiang Chen

Energy Storage Materials, 2025, 81, 104521
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Prediction of fast-charging capabilities in LiFePO₄/graphite lithium-ion batteries using internal resistance and machine learning

Beibei Liu and Bingfeng Li

International Journal of Electrochemical Science, 2025, 20, 101181
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AI-augmented electrochemical model for lithium-ion battery: Recent advances and perspectives

Juncheng Fu, Zhengxiang Song, Jinhao Meng, Jia Guo, Kun Yang, Wenchao Liu and Le Huan

Journal of Energy Chemistry, 2026, 113, 1056
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Perspective on fast-charging lithium-ion batteries: Mechanism, detection, and suppression of graphite anode lithium plating

Wenli Shu, Ziqi Zeng, Mingsheng Qin, Wei Zhong, Changjun Tuo, Jun Yang, Sheng Ji, Shijie Cheng and Jia Xie

Energy Storage Materials, 2025, 81, 104479
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Towards practical data-driven battery state of health estimation: Advancements and insights targeting real-world data

Hongxu Chen, Ying Chen, Changzheng Sun, Liping Huo, Wenjun Zhang, Ping Shen, Lvwei Huang, Weiling Luan and Haofeng Chen

Journal of Energy Chemistry, 2025, 110, 657
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State estimation of lithium-ion batteries via physics-machine learning combined methods: A methodological review and future perspectives

Hanqing Yu, Hongcai Zhang, Zhengjie Zhang and Shichun Yang

eTransportation, 2025, 24, 100420
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Mechanistic Considerations for Battery Charging Protocol Design

Wenlong Li, Ayrton Yanyachi, Junyi Xia, Saravana Kuppan, Jigang Zhou, Yixian Wang, Yanfei Li, Piero Pianetta, Kejie Zhao, David Mitlin, Ofodike Ezekoye, Jie Xiao, Junmin Wang and Yijin Liu

Advanced Energy Materials, 2026, 16
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Internal resistance reduction strategies for high-power and fast-charging Lithium-ion batteries

Fashen Zhao, Jing Wang, Tianyi Jiang, Yanling Si, Xiayu Zhu, Songtong Zhang, Kai Li, Wenjie Meng, Huimin Zhang, Gaoping Cao, Hai Ming, Wenfeng Zhang and Jingyi Qiu

Materials Science and Engineering: R: Reports, 2025, 166, 101076
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Revolutionizing batteries based on digital twin through AI-simulation synergy for design, manufacturing, operation, and recycling

Shu Yu, Xiting Duan, Xiaoya Wang, Zhijun Qiu, Jun Xu, Yongjun Zheng, M. Stanley Whittingham and Yangxing Li

NSO, 2025, 4, 20250054
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Ultra-high SiO2-loaded hydrogel with enhanced mechanical strength, thermal regulation, and ablation resistance for lithium-ion battery safety

Yiwen Hong, Baichao Zang, Dahu Yao, Xiping Gao, Jing Chen, Chang Lu and Xinchang Pang

Chemical Engineering Journal, 2025, 521, 166639
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Rambutan-inspired tri-layer architecture with regulated strain and lithium transport for high-capacity and stable lithium storage

Huan Du, Ganggang Ma, Ziqing Yin, Shaoqing Rao, Sheng Lin, Tianyi Zhang, Jingke Ren, Yucai Wu, Wei Zhang, Ruohan Yu, Dongyuan Zhao, Wei Li and Liang Zhou

Science Bulletin, 2026, 71, 1103
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Sulfonated Cellulose Acetate Nanofibers Induced Zincophilic‐Hydrophobic Interface to Regulate Ion Transport for Long‐Lifespan Zinc‐Iodine Batteries

Wendan Zhang, Jiaming Gong, Leiqian Zhang, Zeng Liu, Jia You, Zhaoyang Wang, Yang Zhou, Chao Zhang, Elke Debroye, Jean‐François Gohy, Johan Hofkens, Yue‐E. Miao, Feili Lai and Tianxi Liu

Advanced Science, 2026, 13
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Dislocation-engineered MoNb12-xVxO33 for ultra-fast and stable lithium storage at low temperature

Qiushi Cheng, Jiayu Chen, Chenzheng Yue, Kai Yu, Guang Yang, Huiying Mu, Wei Su, Yingjuan Hao, Ning Lin and Fatang Li

Applied Surface Science, 2025, 699, 163184
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A review of modeling the aging mechanism of LIBs: Multi-physics field coupling analysis from LLI to LAM

Zhou Long, Kui Chen, Mingchuan Tang, Xiaoying Zheng, Hongjie Wang, Yang Luo, Yang Li, Guangbo Nie, Xingbo Zhang, Guoqiang Gao and Guangning Wu

International Journal of Green Energy, 2026, 1
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Research progress of metal selenides as anode materials for potassium ion batteries: Materials classification, theoretical calculation, and advanced characterization

Qing Yang, Xiaoying Liu, Jiali Zhu, Yangyang Wen, Yining Zhang, Guofu Chen, Kai Li, Yannan Li and Yan Zhao

Chemical Engineering Journal, 2025, 522, 167105
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State-of-Health Estimation for Lithium-Ion Batteries in Hybrid Electric Vehicles—A Review

Jianyu Zhang and Kang Li

Energies, 2024, 17, 5753
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Toward electrode-level management of lithium-ion batteries enabled by long-life potential sensing

Shuoyuan Mao, Yu Wang, Yao Lu, Ziding Wang, Depeng Wang, Xuebing Han, Yuejiu Zheng, Xuning Feng, Jianfeng Hua and Minggao Ouyang

Energy Storage Materials, 2026, 84, 104773
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