{"title":"Chemometrics-assisted functionalization of boronic acid-derived supramolecules","authors":"Yuji Kubo, Kaede Kawaguchi, Masato Ito","doi":"10.1093/chemle/upae181","DOIUrl":null,"url":null,"abstract":"Chemometrics is a useful technique to analyze large amounts of data collected to generate insights and predict behaviors, being applied to boronate supramolecules. Boronic acid-based dynamic covalent bond with diols and catechols is a great advantage for multivariate analysis, involving calibration and prediction of the % ee of enantiomeric analytes using chiral boronates. Chemometrics-assisted quantitative structure-property relationship analysis has also been applied to room-temperature phosphorescence behavior of boronate assemblies. This review highlights the effectiveness of chemometrics in experimental material chemistry.","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":null,"pages":null},"PeriodicalIF":16.4000,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1093/chemle/upae181","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
Chemometrics is a useful technique to analyze large amounts of data collected to generate insights and predict behaviors, being applied to boronate supramolecules. Boronic acid-based dynamic covalent bond with diols and catechols is a great advantage for multivariate analysis, involving calibration and prediction of the % ee of enantiomeric analytes using chiral boronates. Chemometrics-assisted quantitative structure-property relationship analysis has also been applied to room-temperature phosphorescence behavior of boronate assemblies. This review highlights the effectiveness of chemometrics in experimental material chemistry.
期刊介绍：
Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance.
Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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