{"title":"Partikelanalyse Leicht Gemacht: Künstliche Intelligenz und Elektronenmikroskopie","authors":"Nina Gumbiowski, Kateryna Loza, Matthias Epple","doi":"10.1002/ciuz.202400012","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Large amounts of data can be processed and analyzed by methods based on Artificial Intelligence (AI). Thus, many processes in the lab can become faster and more efficient. However, one should be aware of the limits of such computer-based applications. We demonstrate how an AI-based program can first be trained with real images to be able to recognize and analyze particles on electron microscopic images on its own with high precision.</p>\n </div>","PeriodicalId":9911,"journal":{"name":"Chemie in Unserer Zeit","volume":"59 1","pages":"10-19"},"PeriodicalIF":0.9000,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chemie in Unserer Zeit","FirstCategoryId":"92","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ciuz.202400012","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
Large amounts of data can be processed and analyzed by methods based on Artificial Intelligence (AI). Thus, many processes in the lab can become faster and more efficient. However, one should be aware of the limits of such computer-based applications. We demonstrate how an AI-based program can first be trained with real images to be able to recognize and analyze particles on electron microscopic images on its own with high precision.
期刊介绍:
Chemie in unserer Zeit informiert zuverlässig über aktuelle Entwicklungen aus der Chemie und ihren Nachbardisziplinen. Der Leser erhält spannende Einblicke in alle Bereiche dieser zukunftsträchtigen Wissenschaft, dabei werden auch komplexe Sachverhalte verständlich aufbereitet.
Namhafte Experten bringen Neuentwicklungen von großer Tragweite näher - farbig illustriert und leserfreundlich präsentiert. Von wissenschaftlichen Übersichten, studienbegleitenden Materialien, nachvollziehbaren Experimenten bis hin zu brisanten Themen aus Umweltchemie und aktueller gesellschaftlicher Diskussion. Übersichtsartikel und abwechslungsreiche Rubriken vermitteln Fachwissen auf unterhaltsame Art und geben eine Hilfe bei der Orientierung im Fachgebiet.