I. D. Shonichev, V. S. Tynchenko, A. S. Borodulin, S. S. Muzyka
{"title":"The Application of Machine-Learning Technologies in the Design and Production of Composite-Material Structures","authors":"I. D. Shonichev, V. S. Tynchenko, A. S. Borodulin, S. S. Muzyka","doi":"10.1134/S1995421224701582","DOIUrl":null,"url":null,"abstract":"<p>This article describes some problems in the field of the design and production of composite materials that can be solved using machine-learning technologies. A review of machine-learning techniques is presented together with the existing examples of solving problems in the field of the design and production of composite materials using machine-learning technologies.</p>","PeriodicalId":741,"journal":{"name":"Polymer Science, Series D","volume":"17 4","pages":"928 - 933"},"PeriodicalIF":0.5800,"publicationDate":"2025-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Polymer Science, Series D","FirstCategoryId":"1","ListUrlMain":"https://link.springer.com/article/10.1134/S1995421224701582","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Materials Science","Score":null,"Total":0}
引用次数: 0
Abstract
This article describes some problems in the field of the design and production of composite materials that can be solved using machine-learning technologies. A review of machine-learning techniques is presented together with the existing examples of solving problems in the field of the design and production of composite materials using machine-learning technologies.
期刊介绍:
Polymer Science, Series D publishes useful description of engineering developments that are related to the preparation and application of glues, compounds, sealing materials, and binding agents, articles on the adhesion theory, prediction of the strength of adhesive joints, methods for the control of their properties, synthesis, and methods of structural modeling of glued joints and constructions, original articles with new scientific results, analytical reviews of the modern state in the field.