{"title":"利用机器学习对 FG-GNPRC 膜的非线性振动进行多因素影响分析","authors":"Zhi Ni, Jinlong Yang, Yucheng Fan, Ziyan Hang, Bowen Zeng, Chuang Feng","doi":"10.1080/15397734.2024.2332642","DOIUrl":null,"url":null,"abstract":"Functionally graded graphene nanoplatelet reinforced composite (FG-GNPRC) have exhibited significant potential for the development of high-performance and multifunctional structures. In this paper,...","PeriodicalId":51125,"journal":{"name":"Mechanics Based Design of Structures and Machines","volume":"41 1","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2024-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-factors effects analysis of nonlinear vibration of FG-GNPRC membrane using machine learning\",\"authors\":\"Zhi Ni, Jinlong Yang, Yucheng Fan, Ziyan Hang, Bowen Zeng, Chuang Feng\",\"doi\":\"10.1080/15397734.2024.2332642\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Functionally graded graphene nanoplatelet reinforced composite (FG-GNPRC) have exhibited significant potential for the development of high-performance and multifunctional structures. In this paper,...\",\"PeriodicalId\":51125,\"journal\":{\"name\":\"Mechanics Based Design of Structures and Machines\",\"volume\":\"41 1\",\"pages\":\"\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2024-03-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mechanics Based Design of Structures and Machines\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1080/15397734.2024.2332642\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MECHANICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mechanics Based Design of Structures and Machines","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/15397734.2024.2332642","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MECHANICS","Score":null,"Total":0}
Multi-factors effects analysis of nonlinear vibration of FG-GNPRC membrane using machine learning
Functionally graded graphene nanoplatelet reinforced composite (FG-GNPRC) have exhibited significant potential for the development of high-performance and multifunctional structures. In this paper,...
期刊介绍:
Emphasizing contemporary research of immediate and potential application to mechanical, civil, aerospace, and automotive engineering as well as naval architecture, Mechanics Based Design of Structures and Machines contains analytical, numerical, and experimental contributions of permanent interest to research engineers. In addition to classical applications such as structures and machine analysis and design, the journal encourages submission of new fundamental and interdisciplinary contributions of mechanics and mechanics-based design in emerging application areas such as robotics, automotive, space structures, smart structures, and micromachines. Other technical areas of interest include high-speed computing, numerical methods, structural optimization, variational methods, stability, fatigue and fracture mechanics, plasticity, and related basic applied mechanics and mechanics-based design.