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Updated: Jul 2, 2025

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机器学习的材料描述器,以促进离子电池的开发

Zehua Wang1, Li Wang1, Hao Zhang1

  • 1Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing, 100084, China.

Nano convergence
|February 26, 2024
PubMed
概括

人工智能 (AI) 和机器学习 (ML) 可以加速电池材料的开发. 了解AI / ML机制对于创建准确的材料描述器至关重要,增强电池研究.

关键词:
人工智能的人工智能是人工智能.电池开发工具 电池开发工具离子电池的材料描述符机器学习 机器学习新材料的开发新材料的开发.

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A battery is a galvanic cell that is used as a source of electrical power for specific applications. Modern batteries exist in a multitude of forms to accommodate various applications, from tiny button batteries such as those that power wristwatches to the very large batteries used to supply backup energy to municipal power grids. Some batteries are designed for single-use applications and cannot be recharged (primary cells), while others are based on conveniently reversible cell reactions that...
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