Open Access RESEARCH ARTICLE Experimental and data-driven investigation of hydrophilic and hydrophobic ionic liquids for supercapacitors Qiutong Chen, Jifeng Wang and Ying Wang Published online: 19 September 2025 DOI: https://doi.org/10.1360/nso/20250025 AbstractFull HTMLPDF (1.895 MB)ePUB (26.02 MB)ReferencesSupplementary Material
Open Access PERSPECTIVE Overcoming data scarcity challenges in AI-driven energy chemistry research Yu-Hang Yuan, Yu-Chen Gao, Xiang Chen and Qiang Zhang Published online: 18 November 2025 DOI: https://doi.org/10.1360/nso/20250039 AbstractFull HTMLPDF (196.1 KB)ePUB (1.146 MB)References
Open Access REVIEW 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 Published online: 05 November 2025 DOI: https://doi.org/10.1360/nso/20250054 AbstractFull HTMLPDF (1.932 MB)ePUB (110.8 MB)References
Open Access REVIEW AI-driven next-generation lithium-ion battery design automation (BDA) software Zekai Liu, Genming Lai, Yunxing Zuo, Xiaohe Song, Qinghua Liu, Fan Zhang, Ziyi Wang, Qi Ji, Jiaxin Zheng, Jiadong Gong et al. (2 more) Published online: 04 November 2025 DOI: https://doi.org/10.1360/nso/20250062 AbstractFull HTMLPDF (2.712 MB)ePUB (49.46 MB)References
Open Access GUEST EDITORIAL Artificial intelligence and energy revolution Shanshan Wang and Jin Zhang Published online: 07 November 2025 DOI: https://doi.org/10.1360/nso/20250073 AbstractFull HTMLPDF (110.3 KB)ePUB (782.5 KB)References