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Received — 24 June 2026 ⏭ RSC - Energy Environment

Machine learning driven design of polymer dielectrics for high temperature capacitive energy storage

Energy Environ. Sci., 2026, Advance Article
DOI: 10.1039/D6EE01953F, Paper
Dongduan Liu, Ruojie Cheng, Qiao Li, Feng Wang, Yongqiu Li, Hongxiao Yang, Mingfeng Shen, Qian Zhou, Jinliang He, Qi Li, Chao Yuan
A machine learning-driven high-throughput screening framework for discovering high-performance high-temperature energy storage dielectric materials.
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Strong electron push–pull effect and low transition barrier boosting non-metallic COFs photoelectrode for ultrahigh-rate photo-assisted Li–air batteries

Energy Environ. Sci., 2026, Advance Article
DOI: 10.1039/D6EE01403H, Paper
Yixin Zhou, Qinglong Jing, Xiaoru Zhang, Xuexia He, Jie Sun, Ruibin Jiang, Zhibin Lei, Fujun Li, Qi Li, Zong-Huai Liu
D–A type COFs with strong electron push–pull effect, low transition barrier, and robust built-in electric field were synthesized for photo-assisted Li–Air batteries, exhibiting superior round-trip efficiency, rate capability, and durability.
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Design Principles, Interfacial Regulation, and AI-Guided Opportunities of Hydrogel Electrolytes for Zinc Metal Batteries in Extreme Conditions

Energy Environ. Sci., 2026, Accepted Manuscript
DOI: 10.1039/D6EE02337A, Review Article
Xuefang Xie, Chaoqiang Feng, Haiming Duan, Shasha Tao, Shuquan Liang, Ziqing Wang, Guozhao Fang
Hydrogel-based zinc metal batteries (ZMBs) represent a highly promising platform for safe, flexible, and wearable energy storage systems. Nevertheless, their real-world application is greatly hindered by insufficient stability under harsh...
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Synergistically Facilitate Charge Dynamics and Suppress Energetic Disorder via Tailoring Solid Additive Substituents for Efficient Organic Solar Cells Over 21%

Energy Environ. Sci., 2026, Accepted Manuscript
DOI: 10.1039/D6EE01222A, Paper
Xiaoyu Mou, Jvfang Liang, Keli Shi, Sangjin Yang, Jeewon Park, Shucheng Qin, Qianqian Zhao, Jianping Chen, Xingchen Hu, Jintong Sun, Jia Yao, Can Zhu, Lian Zhong, Jing Guo, JINYUAN ZHANG, Erjun Zhou, Zhi-Guo Zhang, Changduk Yang, Beibei Qiu, Yongfang Li
Simultaneously minimizing energy loss and optimizing charge dynamics remains a central challenge for further boosting the photovoltaic performance of organic solar cells (OSCs). As a key parameter controlling charge generation,...
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Stability of inverted perovskite solar cells: a focus on interface phenomena

Energy Environ. Sci., 2026, Advance Article
DOI: 10.1039/D5EE07642K, Review Article
Open Access Open Access
Hui Li, Yang Zhou, Annamaria Petrozza
The review offers a perspective on degradation in inverted PSCs, tracing the progression from intrinsic instabilities of interfacial materials to interface-amplified degradation in the perovskite absorber.
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