{"title":"Study on Composition Analysis and Identification of Ancient Glass Products","authors":"Sheng-hu Yao, Yang Nie, Wei Zhu, Xiaojing Yang","doi":"10.23977/analc.2022.010108","DOIUrl":null,"url":null,"abstract":": Affected by the weathering process, the internal elements in ancient glass will be exchanged with the external environmental elements, resulting in a change in the proportion of chemical components, but there will be a certain correlation between the exchange of elements. In this paper, a mathematical model for component analysis and prediction using the K-means clustering model and BP neural network is established.","PeriodicalId":221300,"journal":{"name":"Analytical Chemistry: A Journal","volume":"170 2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Analytical Chemistry: A Journal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23977/analc.2022.010108","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
: Affected by the weathering process, the internal elements in ancient glass will be exchanged with the external environmental elements, resulting in a change in the proportion of chemical components, but there will be a certain correlation between the exchange of elements. In this paper, a mathematical model for component analysis and prediction using the K-means clustering model and BP neural network is established.