Yin Kan Phua, Nana Terasoba, Prof. Manabu Tanaka, Prof. Tsuyohiko Fujigaya, Prof. Koichiro Kato
{"title":"Cover Feature: Unsupervised Machine Learning-Derived Anion-Exchange Membrane Polymers Map: A Guideline for Polymers Exploration and Design (ChemElectroChem 14/2024)","authors":"Yin Kan Phua, Nana Terasoba, Prof. Manabu Tanaka, Prof. Tsuyohiko Fujigaya, Prof. Koichiro Kato","doi":"10.1002/celc.202481402","DOIUrl":null,"url":null,"abstract":"<p><b>The cover feature</b> illustrates an anion exchange membrane (AEM) material map, visually summarizing the relationship between chemical structure and anion conductivity of currently reported AEMs. This map allows researchers to identify promising regions for high-performing AEM, and then design next generation polymer structure by pinpointing structural features associated with superior conductivity. Consequently, through this map, researchers can gain insights into tailoring new AEM structures for optimized performance by studying the positions of well-performing AEMs. More information can be found in the Research Article by Tsuyohiko Fujigaya, Koichiro Kato, and co-workers (DOI: 10.1002/celc.202400252).\n <figure>\n <div><picture>\n <source></source></picture><p></p>\n </div>\n </figure>\n </p>","PeriodicalId":142,"journal":{"name":"ChemElectroChem","volume":"11 14","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/celc.202481402","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ChemElectroChem","FirstCategoryId":"92","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/celc.202481402","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ELECTROCHEMISTRY","Score":null,"Total":0}
引用次数: 0
Abstract
The cover feature illustrates an anion exchange membrane (AEM) material map, visually summarizing the relationship between chemical structure and anion conductivity of currently reported AEMs. This map allows researchers to identify promising regions for high-performing AEM, and then design next generation polymer structure by pinpointing structural features associated with superior conductivity. Consequently, through this map, researchers can gain insights into tailoring new AEM structures for optimized performance by studying the positions of well-performing AEMs. More information can be found in the Research Article by Tsuyohiko Fujigaya, Koichiro Kato, and co-workers (DOI: 10.1002/celc.202400252).
期刊介绍：
ChemElectroChem is aimed to become a top-ranking electrochemistry journal for primary research papers and critical secondary information from authors across the world. The journal covers the entire scope of pure and applied electrochemistry, the latter encompassing (among others) energy applications, electrochemistry at interfaces (including surfaces), photoelectrochemistry and bioelectrochemistry.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
