Unsupervised machine learning accelerates solid electrolyte discovery

来源 :绿色能源与环境:英文版 | 被引量 : 0次 | 上传用户:annhongmay
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Traditional organic liquid electrolytes used in commercial Li-ion batteries would incur serious safety issues due to their flammability and volatility[1].The exploration and design of solid electrolytes with high room-temperature Li-ion conductivities(sRT
其他文献
A series of environmental and energy issues,such as global warming,water pollution,acid rain,and energy shortage,have to be settled urgently.Metal-organic frameworks(MOFs)are compounds consisting of metal ions or clusters coordinated to organic ligands,wh
期刊
通过对涂装车间生产线车辆表面颗粒类别、来源、经行汇总分析,分门别类的制定相对应的预防和过程控制措施,通过数据积累和跟踪,得出行之有效的颗粒控制措施,为汽车涂装行业积
[目的]为了从记录用户个体行为的时空数据中挖掘用户特征,构建行为模型,发现共现群体,本文以公开的网吧记录数据为基础,设计并实现了一个可视分析系统SRDVis.[方法]本文基于
增程式电动汽车的动力来自驱动电机,仅在行驶过程中消耗电能.机械结构介于纯电动汽车和混合动力汽车之间.增程式电动汽车结构简单,可在多种模式下运行.增程式节能汽车作为新
文章针对重型卡车地毯的主流现状,总体布置和结构设计、性能提升几个方面做了简单分析和阐述,为重型卡车地毯的设计开发提供一定的帮助.
[目的]原位可视化是解决大规模数值模拟结果数据难以输出到磁盘进行后处理可视化的有效途径,但是当前的原位可视化主要是为专家提供浏览模式,难以进行交互式探索.所以研究原
In the process of acetylene hydrochlorination,the rapid deactivation of supported gold(Au)catalysts by acetylene is still a huge challenge.Here,we provide an innovative strategy for constructing an acetylene–deficient reaction phase on the active site by
伴随着信息技术与互联网的飞速发展,人类进入了大数据时代.各种大科学装置、互联网等源源不断产生海量复杂数据,充分发掘并利用好这些数据对各行各业发展至关重要,如何从这些
期刊
The synthesis of fine chemicals and fuel candidates from renewable biomass-based feedstocks has attracted much attention due to declining fossil resource.Many value-added furan derivatives,such as 5-hydroxymethylfurfural(HMF),2,5-diformyfuran(DFF)and 2,5-