Multi-fidelity machine learning based uncertainty quantification of progressive damage in composite laminates through optimal data fusion
Author:
Funder
Indian Institute of Technology Kanpur
University of Southampton
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering
Reference56 articles.
1. Progressive damage of GFRP composite plate under ballistic impact: experimental and numerical study;Ansari;Polym. Polym. Compos.,2016
2. A variable-fidelity hybrid surrogate approach for quantifying uncertainties in the nonlinear response of braided composites;Balokas;Comput. Methods Appl. Mech. Engrg.,2021
3. Data-driven inverse uncertainty quantification in the transverse tensile response of carbon fiber reinforced composites;Balokas;Compos. Sci. Technol.,2021
4. Damage modeling of MWCNT reinforced carbon/epoxy composite using different failure criteria: a comparative study;Bhowmik;Appl. Phys. A,2022
5. Uncertainty quantification in multiscale simulation of woven fiber composites;Bostanabad;Comput. Methods Appl. Mech. Engrg.,2018
Cited by 10 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. Multi-fidelity fusion for soil classification via LSTM and multi-head self-attention CNN model;Advanced Engineering Informatics;2024-10
2. Artificial Intelligence in Biomaterials: A Comprehensive Review;Applied Sciences;2024-07-28
3. A Review of Machine Learning for Progressive Damage Modelling of Fiber-Reinforced Composites;Applied Composite Materials;2024-07-27
4. Nonparametric formulation of polynomial chaos expansion based on least-square support-vector machines;Engineering Applications of Artificial Intelligence;2024-07
5. Experimental and Numerical Investigation Integrated with Machine Learning (ML) for the Prediction Strategy of DP590/CFRP Composite Laminates;Polymers;2024-06-03
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