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RESEARCH PAPER · Advanced Theory and Simulations · 2022

Topological Quantum Cathode Materials for Fast Charging Li‐Ion Battery Identified by Machine Learning and First Principles Calculation

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Topological Quantum Cathode Materials for Fast Charging Li‐Ion Battery Identified by Machine Learning and First Principles CalculationOriginalRecent advances in topological quantum anode materials for metal-ion batteries31Solutions to Diffusion Equations Using Neural Networks0Screening Topological Quantum Cathode Materials for K-Ion Batteries by Graph Neural Network and First-Principles Calculations10Machine learning for beyond Li-ion batteries: Powering the research39Bridging multimodal data and battery science with machine learning35Machine learning for full lifecycle management of lithium-ion batteries43Artificial Intelligence and Li Ion Batteries: Basics and Breakthroughs in Electrolyte Materials Discovery20Topological Insulator Bi 2 Te 3 Anode for Aqueous Aluminum‐Ion Batteries: Unveiling the Role of Hydronium Ions8Density functional theory in Li-ion battery electrodes: Bridging atomic structure and performance optimization2Research progress of first principles calculations in energy storage materials11

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  1. Recent advances in topological quantum anode materials for metal-ion batteries

    Journal of Power Sources · 2022-05-26

    Mohammed M. Obeid, Qiang Sun

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  2. Solutions to Diffusion Equations Using Neural Networks

    Lecture notes in electrical engineering · 2023-01-01

    Sampath Routu, Madhughnea Sai Adabala, G. Gopichand

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  3. Screening Topological Quantum Cathode Materials for K-Ion Batteries by Graph Neural Network and First-Principles Calculations

    ACS Applied Energy Materials · 2023-04-20

    Yongyi Wang, Jiahui Liu, Peng‐Hu Du, Zhili Sun, Qiang Sun

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  4. Machine learning for beyond Li-ion batteries: Powering the research

    Journal of Energy Storage · 2023-09-27

    Aysegul Kilic, Burcu Oral, Damla Eroğlu, Ramazan Yıldırım

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  5. Bridging multimodal data and battery science with machine learning

    Matter · 2024-05-20

    Yanbin Ning, Feng Yang, Yan Zhang, Zhuomin Qiang, Geping Yin, Jiajun Wang, Shuaifeng Lou

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  6. Machine learning for full lifecycle management of lithium-ion batteries

    Renewable and Sustainable Energy Reviews · 2024-06-13

    Qiangxiang Zhai, Hongmin Jiang, Nengbing Long, Qiaoling Kang, Xianhe Meng, Mingjiong Zhou, Lijing Yan, Tingli Ma

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  7. Artificial Intelligence and Li Ion Batteries: Basics and Breakthroughs in Electrolyte Materials Discovery

    Crystals · 2025-01-23

    Haneen Alzamer, Russlan Jaafreh, Jung-Gu Kim, Kotiba Hamad

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  8. Topological Insulator Bi 2 Te 3 Anode for Aqueous Aluminum‐Ion Batteries: Unveiling the Role of Hydronium Ions

    Advanced Science · 2025-07-06

    Puja De, Petr Lazar, Michal Otyepka, Martin Pumera

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  9. Density functional theory in Li-ion battery electrodes: Bridging atomic structure and performance optimization

    Materials Today Communications · 2025-07-16

    Hong Yuan Shen, Zhao Li, Yu Shang, Lei Wang, Hao Jiang, Shubin Lei

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  10. Research progress of first principles calculations in energy storage materials

    Journal of Energy Storage · 2025-11-11

    Yue Jiang, Xihang Dai, Yanshuang Meng, Mingjun Xiao

    Read original paper ↗ ·