A comprehensive exploration of Na+ ion transport in NaSICONs using molecular dynamics simulations

Judith Schuett, Steffen Neitzel-Grieshammer, Shuta Takimoto, Ryo Kobayashi and Masanobu Nakayama

RSC Adv., 2025, 15, 18224
DOI: 10.1039/D5RA01549A

Na5/6[Ni1/3Mn1/6Fe1/6Ti1/3]O2 as an Optimized O3-Type Layered Oxide Positive Electrode Material for Sodium-Ion Batteries

Koichi Hashimoto, Kei Kubota, Ryoichi Tatara, Tomooki Hosaka and Shinichi Komaba

Inorg. Chem., 2024, 63, 23317
DOI: 10.1021/acs.inorgchem.4c04001

Carbonaceous Materials as Anodes for Lithium-Ion and Sodium-Ion Batteries

Koorosh Nikgoftar, Anil Kumar Madikere Raghunatha Reddy, Mogalahalli Venkatashamy Reddy and Karim Zaghib

Batteries, 2025, 11, 123
DOI: 10.3390/batteries11040123

Layered transition metal oxide cathodes for sodium-ion batteries: Challenges, progress, and perspectives

Jiaxuan Liu, Nan Zhang, Huiming Shi, Zhipeng He, Zhiyu Zhang, Dmitrii V. Anishchenko, Elena V. Alekseeva, Ruopeng Li, Peixia Yang, Oleg V. Levin, Dianlong Wang, Huakun Liu, Shixue Dou and Bo Wang

Chemical Engineering Journal, 2025, 521, 167111
DOI: 10.1016/j.cej.2025.167111

Molecular property prediction: Input types and information processing in machine learning models

Muhammed Thameem, Obaid AlHmoudi, Ahmad Al Salloum, Naeema Al Darmaki, Ali Elkamel and Ali A. AlHammadi

Results in Engineering, 2026, 29, 109241
DOI: 10.1016/j.rineng.2026.109241

High‐Voltage Sodium‐Ion Batteries: Challenges and Design Strategies

Yaqin Wu, Binbin Wang, Zixiang Luo, Zixing Hou, Baolei Xu, Liangjun Zhou and Weifeng Wei

Adv Funct Materials, 2025, 35
DOI: 10.1002/adfm.202506098

Insights into degradation mechanisms and engineering strategies of layered manganese-based oxide cathodes for sodium-ion battery

Jun-Wei Yin, Yi-Meng Wu, Xin-Yu Liu, Jing Li, Peng-Fei Wang, Zong-Lin Liu, Lin-Lin Wang, Jie Shu and Ting-Feng Yi

Green Energy & Environment, 2025, 10, 2392
DOI: 10.1016/j.gee.2025.07.013

Artificial intelligence empowering innovation in key materials for sodium-ion batteries: Machine learning driven design and optimization of cathode and anode materials

Jun Cong and Shaohua Luo

Journal of Energy Chemistry, 2026, 116, 434
DOI: 10.1016/j.jechem.2026.01.011

Toward General Design of Mn-Based Layered Oxide Cathodes for Sodium-Ion Batteries: From Thermodynamic Principles to Entropy Engineering

Li Dong, Xiang-Yu Qian, Jian Xiong, Yi-Han Zhang, Xing Wang, Jing-Yi Ding, Fa-Jia Zhang, Jia-Qi Shen, Qi-Rui Zhang and Yong-Gang Sun

Molecules, 2026, 31, 836
DOI: 10.3390/molecules31050836

Toward breakthroughs in wide-temperature aqueous sodium-ion batteries: Challenges, advances and prospects

Yaqi Hou, Fanchen Gu, Dongmei Dai, Bao Li, Shuming Zheng, Bao Wang, Shiming Yang and Jian Qi

Energy Storage Materials, 2026, 86, 105014
DOI: 10.1016/j.ensm.2026.105014

Interfacial and lattice synergy enabled by Cu/Al dual doping and carbon coating in O3-type sodium-ion battery cathodes

Yanjiao Liu, Hengrui Qiu, Ping Bai, Qi Liu, Yongqiang Zhang and Wenxiu He

Electrochimica Acta, 2026, 569, 148874
DOI: 10.1016/j.electacta.2026.148874

Artificial intelligence-driven paradigms for layered cathode materials: A systematic framework for multi-scale engineering

Jingguo Gao, Tao Huang, Yuan Zhang, Bin Chen, Xiangzhong Ren, Jiangtao Hu, Qianling Zhang and Heping Xie

Nano Energy, 2026, 153, 111978
DOI: 10.1016/j.nanoen.2026.111978

Unlocking the black box beyond Bayesian global optimization for materials design using reinforcement learning

Yuehui Xian, Xiangdong Ding, Xue Jiang, Yumei Zhou, Jun Sun, Dezhen Xue and Turab Lookman

npj Comput Mater, 2025, 11
DOI: 10.1038/s41524-025-01639-w

Mechanistic Insights into Oxygen Release from Layered Oxide Cathodes for Reliable Sodium‐Ion Batteries

Toshiya Takuwa, Masataka Yoshimoto, Yuta Kimura, Koji Amezawa, Hitoshi Abe, Yasuhiro Niwa, Satoshi Hiroi, Koji Ohara, Huu Duc Luong, Yasunobu Ando, Yoshitaka Tateyama and Takashi Nakamura

Small, 2026
DOI: 10.1002/smll.74070