理论计算和模拟推动了无机固态电解质的设计
Lirong Xia1, Hengzhi Liu1, Yong Pei1,2
1Department of Chemistry, Key Laboratory of Environmentally Friendly Chemistry and Applications of Ministry of Education, Xiangtan University, Xiangtan 411105, P. R. China. ypei2@xtu.edu.cn.
Nanoscale
|August 6, 2024
概括
理论计算提高了对固态电解质 (SSEs) 的理解,以获得更安全,更持久的电池. 本次审查涵盖了稳定性,离子扩散和机器学习,用于发现新的SSE材料.
科学领域:
- 材料科学 材料科学 材料科学
- 电化学 电化学 电化学
- 计算化学的计算化学
背景情况:
- 固态电解质 (SSEs) 是提高电池安全性和寿命的关键.
- 了解SSE的基本物理和化学特性对于电池开发至关重要.
- 理论计算为SSE结构与性能关系提供了原子层面的洞察力.
研究的目的:
- 审查评估SSE稳定性的理论方法 (机械,相位,电化学).
- 概述SSEs中计算离子扩散特性的方法.
- 总结利用高通量选和机器学习发现高质量的SSE的进展情况.
主要方法:
- 量子化学方法和分子模拟用于原子级分析.
- 评估机械,相位和电化学稳定性.
- 在散装,粒边界和接口中计算离子扩散.
- 高通量选和机器学习用于材料发现.
主要成果:
- 在SSE稳定性的理论评估方面取得了重大进展.
- 详细了解各种SSE环境中的离子扩散行为和机制.
- 通过综合计算方法发现先进的SSEs的新兴趋势.
结论:
- 理论方法对于理解和设计SSE是不可或缺的.
- 与高通量选集成的机器学习显示出对快速发现优质SSE的承诺.
- 本综述提供了SSE研究和开发的理论工具的全面概述.
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