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RESEARCH PAPER · Nano Research Energy · 2023

Designing electrodes and electrolytes for batteries by leveraging deep learning

Chenxi Sui, Ziyang Jiang, Genesis Higueros, David Carlson, Po‐Chun Hsu

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24 direct citing papers in this saved network. Explore the next layer with second-order citations.

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42 direct citing works

Designing electrodes and electrolytes for batteries by leveraging deep learningOriginalGel polymer electrolytes for rechargeable batteries toward wide-temperature applications333Machine learning in advancing anode materials for Lithium-Ion batteries – A review17A Prototype for Computing the Distance of Features of High-Pressure Die-Cast Aluminum Products2A Review on Battery and Energy Management for Redox Flow Batteries4Functionalized carboxylate molecule-enabled quasi-localized high concentration electrolyte for high-stability lithium-ion batteries2Phonon‐Driven Insights Into Layer Sliding of High‐Voltage Layered Cathode0Role of Li-ion in transition metal layer for Li-rich cathode: insights from first-principles calculations2Defect-mediated dual role interfaces enables the sulfur reduction reaction kinetics for highly stable lithium sulfur batteries5Recent advances and challenges of eco-friendly Ni-rich cathode slurry systems in lithium-ion batteries5Surface anchored Al-doped Li 7 La 3 Zr 2 O 12 induced order-disorder arrangement for high-performance Li-rich layered cathodes6Enabling Na + /Vacancy Disordering and Superior Redox Kinetics of P2-Type Layered Cathode by Tuning Cationic Ratio0From Materials to Devices: All‐MXene Platforms for Advanced Energy Storage5Review on Optimization and Artificial Intelligence Algorithms for Effective Battery Management in EVs0Gradient‐Modified Li‐Rich Manganese‐Based Oxides Cathodes with Breakthrough of Kinetic Limitation for High‐Performance All‐Solid‐State Lithium Metal Batteries10Tailoring anion-enriched and fluoroethylene carbonate coordinated weak solvation structure for interfacial-stable lithium metal batteries4Decoding NASICON and Its Metal Interface for Solid‐State Batteries16Advances in Electrolyte Chemistry for Enhanced Potassium Storage of Graphite Anodes2Unlocking Plant‐Derived Potential: Regulating Microcrystalline Structure Design of High‐performance Hard Carbon Anodes via Cellulose Molecules3Calendar aging of silicon pouch cells: In-situ ultrasound analysis and polymer electrolyte interfacial engineering1High‐Voltage Stability of LiCoO 2 Cathode Materials Composited With Vanadium‐Based Glass Coatings0From PBA nanocubes to octa-truncated cubes: The ammonium oxalate etching route for enhanced performance in aqueous Ni-Zn batteries0Heterojunction Engineering of Electrodes and Membranes in Redox Flow Batteries2Towards new pathways of multi-ion synergy and multi-electron reactions for rechargeable aluminum batteries: From fundamental mechanisms to materials design0Coupled Electrocatalytic-Enzymatic Tandem Reduction for Selective Nitrate-to-Ammonia Conversion0

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24 direct citing papers saved.

  1. Gel polymer electrolytes for rechargeable batteries toward wide-temperature applications

    Chemical Society Reviews · 2024-01-01

    Xiaoyan Zhou, Yifang Zhou, Le Yu, Luhe Qi, Kyeong-Seok Oh, Pei Hu, Sang‐Young Lee, Chaoji Chen

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  2. Machine learning in advancing anode materials for Lithium-Ion batteries – A review

    Inorganic Chemistry Communications · 2024-11-19

    Mohammad Aminul Islam, Zahid Ahsan, Mustafizur Rahman, Md. Ibrahim Abdullah, Masud Rana, Nayem Hossain, Mohammad Assaduzzaman Chowdhury

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  3. A Prototype for Computing the Distance of Features of High-Pressure Die-Cast Aluminum Products

    Applied Sciences · 2025-04-11

    Luis Alberto Arróniz Alcántara, Óscar Hernández-Uribe, Leonor Adriana Cárdenas-Robledo, José Alejandro Fernández Ramírez

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  4. A Review on Battery and Energy Management for Redox Flow Batteries

    Energy Storage · 2025-09-18

    Anshul Kumar Yadav, Dhiraj, Anil Kumar Saini

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  5. Functionalized carboxylate molecule-enabled quasi-localized high concentration electrolyte for high-stability lithium-ion batteries

    Nano Research Energy · 2025-10-17

    Xiangshao Yin, Junru Wu, Mengyuan Zhou, Xianshu Wang, Liang Luo, Xiaoping Yang, Jianguo Duan, Peng Dong, Yingjie Zhang, Zhenghui Pan, Ding Wang

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  6. Phonon‐Driven Insights Into Layer Sliding of High‐Voltage Layered Cathode

    Energy & environment materials · 2025-10-28

    Han Tang, Yingxin Huang, Valentina A. Bocharova, Xiaohui Rong, Ang Gao, Lin Gu, Yong‐Sheng Hu

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  7. Role of Li-ion in transition metal layer for Li-rich cathode: insights from first-principles calculations

    Chemical Physics · 2025-11-04

    Fengqin Cao, Huan Wen, Huaxin Zhang, Xiaohong Yang, Huihui He, Wei Hu

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  8. Defect-mediated dual role interfaces enables the sulfur reduction reaction kinetics for highly stable lithium sulfur batteries

    Chemical Engineering Journal · 2025-11-05

    Xinmeng Li, Jiafeng Zhu, Rui Sheng, Tianmei Xu, Kai Chen, Juan Ding, Yudai Huang

    Read original paper ↗ ·

  9. Recent advances and challenges of eco-friendly Ni-rich cathode slurry systems in lithium-ion batteries

    Acta Physico-Chimica Sinica · 2025-11-20

    Rongrong Wang, Chen Li, Xiang Ren, Keliang Zhang, Keliang Zhang, Yu Sun, Xianzhong Sun, Kai Wang, Xiong Zhang, Yanwei Ma

    Read original paper ↗ ·

  10. Surface anchored Al-doped Li 7 La 3 Zr 2 O 12 induced order-disorder arrangement for high-performance Li-rich layered cathodes

    Nano Research Energy · 2025-12-02

    Jiming Peng, Yu Li, Xiaoqiong Li, Juncheng Huang, Biqun Zou, Fenghua Zheng, Qichang Pan, Hongqiang Wang, Qingyu Li, Sijiang Hu

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  11. Enabling Na + /Vacancy Disordering and Superior Redox Kinetics of P2-Type Layered Cathode by Tuning Cationic Ratio

    ACS Applied Energy Materials · 2025-12-03

    Mohan Dong, Jiacheng Li, Feng Li, Linhui Wang, Jinzhao Huang, Peiyu Hou

    Read original paper ↗ ·

  12. From Materials to Devices: All‐MXene Platforms for Advanced Energy Storage

    Advanced Materials Technologies · 2025-12-15

    A Narayana Perumal, Dinesh Balu, Mohit Saraf, Thangaraj Vijayakumar

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  13. Review on Optimization and Artificial Intelligence Algorithms for Effective Battery Management in EVs

    Smart innovation, systems and technologies · 2026-01-01

    Kalika Milind Patil, Mangal V. Patil

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  14. Gradient‐Modified Li‐Rich Manganese‐Based Oxides Cathodes with Breakthrough of Kinetic Limitation for High‐Performance All‐Solid‐State Lithium Metal Batteries

    Advanced Materials · 2026-01-28

    Yuehua Chen, Ling Huang, Awais Ghani, Xiaodong Chen, Xin Gao, Tao Meng, Hongchao Sun, Runjing Xu, Peiyi Ji, Xianghong Deng, Long Bao, Sui‐Dong Wang, Nana Wang, Gang Tan, G. Wang, Zhiyong Huang

    Read original paper ↗ ·

  15. Tailoring anion-enriched and fluoroethylene carbonate coordinated weak solvation structure for interfacial-stable lithium metal batteries

    Journal of Colloid and Interface Science · 2026-02-05

    Maolin Zhang, Rui Hao, Xiaoping Yang, Fan Yang, ZhaoXia Xu, Shixi Liu, Shouyi Yuan, Yubo Xing, Hao Wu, Yannan Zhang, Yannan Zhang, Yiyong Zhang, Yiyong Zhang, Wen Feng Lu, Peng Dong, Youqi Zhang, Youqi Zhang, Fang Cheng

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  16. Decoding NASICON and Its Metal Interface for Solid‐State Batteries

    Advanced Materials · 2026-02-15

    Jiaqi Xu, Taiguang Li, Y J Wang, Ruosi Qiao, Quinn Qiao, Yu Chen, Zhou Yu, Chunyi Zhi, Changmin Shi

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  17. Advances in Electrolyte Chemistry for Enhanced Potassium Storage of Graphite Anodes

    Advanced Functional Materials · 2026-03-09

    Yihongyu Chen, Yanhong Feng, Qinjian Ou, Longchao Zhuo, Huibing He, Ligang Feng, Xijun Liu

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  18. Unlocking Plant‐Derived Potential: Regulating Microcrystalline Structure Design of High‐performance Hard Carbon Anodes via Cellulose Molecules

    Advanced Science · 2026-03-09

    Xiping Zhang, Wenhao Yang, Dan You, Ziyi Zhu, Xue Li

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  19. Calendar aging of silicon pouch cells: In-situ ultrasound analysis and polymer electrolyte interfacial engineering

    Nano Research · 2026-03-16

    Zhenyu Huang, Yuxuan Shao, Quan Zheng, Wenjie Lin, Jianfu Chen, Yuxin Fan, Yaqi Liao, Yuan Shen, Shuli Chen, Fei Pei, Yunhui Huang

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  20. High‐Voltage Stability of LiCoO 2 Cathode Materials Composited With Vanadium‐Based Glass Coatings

    Energy & environment materials · 2026-03-30

    Xu Wang, Zhiquan Su, Weiwen Chen, Qiang Chen, Yihong Chen, Fanhou Kong, Zheng Wang, Yang Zhou, Xiaolong Yu, Changjiu Li

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  21. From PBA nanocubes to octa-truncated cubes: The ammonium oxalate etching route for enhanced performance in aqueous Ni-Zn batteries

    Nano Research · 2026-04-07

    Yue Chen, Yichun Su, Mohsen Shakouri, Bin He, Huan Pang

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  22. Heterojunction Engineering of Electrodes and Membranes in Redox Flow Batteries

    The Chemical Record · 2026-06-01

    Xiaoxin Dan, Zanbin Li, Mingying Chen, Xianghua Hou, Yang Luo, Longchao Zhuo, Wenxian Liu, Ligang Feng, X Liu

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  23. Towards new pathways of multi-ion synergy and multi-electron reactions for rechargeable aluminum batteries: From fundamental mechanisms to materials design

    Journal of Alloys and Compounds · 2026-07-13

    Yunlei Wang, Yifan Wu, Mingguang Wang, Xiaogang Zhang, Shitao Dou, WU Tai-bin

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  24. Coupled Electrocatalytic-Enzymatic Tandem Reduction for Selective Nitrate-to-Ammonia Conversion

    ACS Sustainable Chemistry & Engineering · 2026-10-06

    Ruoran Song, Zhe Wang, Xuefang Zhu, Shu-Ni Li, Yu Chen, Yu‐Cheng Jiang

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