Advanced Energy Materials· Haohao Chen,
Hong Xu,
Qian Zhou,
Yangting Liu,
Shanyou Song,
Chaojie Chen,
Linyan Yao,
Xu Zhang,
Xiaoyu Zhang,
Dong Shen,
Shuyu Yao,
Guanglei Cui·· 16 天前AI 评分34
机器学习如何实现锂电池电解液理性设计：从宏观性能到物理可解释描述符
Machine Learning for Rational Electrolyte Design in Lithium Batteries: Bridging Macroscopic Performance and Physically Interpretable Descriptors
模型导读
一篇发表于 Advanced Energy Materials 的综述提出以描述符驱动的机器学习框架实现电解液理性设计，指出现有 ML 研究多依赖稀疏性能数据、物理可解释性有限。
来源：Advanced Energy Materials · advanced.onlinelibrary.wiley.com