{"title":"闭环自主液体电解质设计","authors":"Eric McCalla","doi":"10.1016/j.joule.2025.102029","DOIUrl":null,"url":null,"abstract":"<div><div>Optimizing liquid electrolyte formulations for Li-ion batteries is typically a massive time-demanding R&D endeavor. In a recent issue of <em>Cell Reports Physical Science</em>, Berg and Zhang et al. demonstrated the use of a closed-loop automated approach to optimize electrolyte mixtures. Using this approach, the authors showed improved capacities and coulombic efficiencies.</div></div>","PeriodicalId":343,"journal":{"name":"Joule","volume":"9 7","pages":"Article 102029"},"PeriodicalIF":35.4000,"publicationDate":"2025-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Closing the loop for autonomous liquid electrolyte design\",\"authors\":\"Eric McCalla\",\"doi\":\"10.1016/j.joule.2025.102029\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Optimizing liquid electrolyte formulations for Li-ion batteries is typically a massive time-demanding R&D endeavor. In a recent issue of <em>Cell Reports Physical Science</em>, Berg and Zhang et al. demonstrated the use of a closed-loop automated approach to optimize electrolyte mixtures. Using this approach, the authors showed improved capacities and coulombic efficiencies.</div></div>\",\"PeriodicalId\":343,\"journal\":{\"name\":\"Joule\",\"volume\":\"9 7\",\"pages\":\"Article 102029\"},\"PeriodicalIF\":35.4000,\"publicationDate\":\"2025-07-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Joule\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2542435125002107\",\"RegionNum\":1,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, PHYSICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Joule","FirstCategoryId":"88","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2542435125002107","RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
Closing the loop for autonomous liquid electrolyte design
Optimizing liquid electrolyte formulations for Li-ion batteries is typically a massive time-demanding R&D endeavor. In a recent issue of Cell Reports Physical Science, Berg and Zhang et al. demonstrated the use of a closed-loop automated approach to optimize electrolyte mixtures. Using this approach, the authors showed improved capacities and coulombic efficiencies.
期刊介绍:
Joule is a sister journal to Cell that focuses on research, analysis, and ideas related to sustainable energy. It aims to address the global challenge of the need for more sustainable energy solutions. Joule is a forward-looking journal that bridges disciplines and scales of energy research. It connects researchers and analysts working on scientific, technical, economic, policy, and social challenges related to sustainable energy. The journal covers a wide range of energy research, from fundamental laboratory studies on energy conversion and storage to global-level analysis. Joule aims to highlight and amplify the implications, challenges, and opportunities of novel energy research for different groups in the field.