A multiscale deep learning model for elastic properties of woven composites
Author:
Funder
VINNOVA
Vetenskapsrådet
Göteborgs Universitet
Publisher
Elsevier BV
Subject
Applied Mathematics,Mechanical Engineering,Mechanics of Materials,Condensed Matter Physics,General Materials Science,Modeling and Simulation
Reference41 articles.
1. Micromechanics of Composite Materials: A Generalized Multiscale Analysis Approach;Aboudi,2013
2. Beyond plain weave fabrics – II. Mechanical properties;Adumitroaie;Compos. Struct.,2011
3. High-fidelity micro-scale modeling of the thermo-visco-plastic behavior of carbon fiber polymer matrix composites;Bai;Compos. Struct.,2015
4. Introduction To Composite Materials Design;Barbero,2011
5. A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality;Bessa;Comput. Methods Appl. Mech. Engrg.,2017
Cited by 11 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. Applications of artificial intelligence/machine learning to high-performance composites;Composites Part B: Engineering;2024-10
2. Artificial neural network-based homogenization model for predicting multiscale thermo-mechanical properties of woven composites;International Journal of Solids and Structures;2024-09
3. A critical review on machine learning applications in fiber composites and nanocomposites: Towards a control loop in the chain of processes in industries;Materials & Design;2024-09
4. Recurrent neural networks and transfer learning for predicting elasto-plasticity in woven composites;European Journal of Mechanics - A/Solids;2024-09
5. Micromechanics-based deep-learning for composites: Challenges and future perspectives;European Journal of Mechanics - A/Solids;2024-05
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