Mechanical properties prediction of composite laminate with FEA and machine learning coupled method
Author:
Publisher
Elsevier BV
Subject
Civil and Structural Engineering,Ceramics and Composites
Reference35 articles.
1. Data-driven modeling to predict the load vs. displacement curves of targeted composite materials for industry 4.0 and smart manufacturing;Kazi;Compos Struct,2021
2. Machine learning: Trends, perspectives, and prospects;Jordan;Science,2015
3. MAP 123: A data-driven approach to use ID data for 3D nonlinear elastic materials modeling;Tang;Comput Methods Appl Mech Eng,2019
4. Deep learning model to predict complex stress and strain fields in hierarchical composites;Yang;Sci Adv,2021
5. Selecting Doping Elements by Data Mining for Advanced Magnets;Liu;Chem Mater,2019
Cited by 41 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Physics-constrained deep learning approach for solving inverse problems in composite laminated plates;Composite Structures;2024-11
2. Prediction of fatigue life of laminated composites by integrating artificial neural network model and non-dominated sorting genetic algorithm;International Journal of Fatigue;2024-11
3. A comprehensive review of water entry/exit of lifeboats and occupant safety;Ocean Engineering;2024-10
4. Buckling behaviors prediction of biological staggered composites with finite element analysis and machine learning coupled method;Composite Structures;2024-10
5. Machine learning driven bond performance prediction between FRP bars and coral aggregate concrete;Construction and Building Materials;2024-09
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3