Special Topics

National Science Open

Special Topic: Artificial Intelligence and Energy Revolution

Jin Zhang (Guest Editor)

This Special Topic covers recent advances in Artificial Intelligence and Energy Revolution, including the challenges, opportunities, and future directions in this field.

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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

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

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

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

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