A Review of the Application of Machine Learning and Data Mining Approaches in Continuum Materials Mechanics
Author:
Publisher
Frontiers Media SA
Subject
Materials Science (miscellaneous)
Reference146 articles.
1. TensorFlow: a system for large-scale machine learning;Abadi,2016
2. Principal component analysis;Abdi,2009
3. Editorial —big data, data science, and analytics: the opportunity and challenge for IS research;Agarwal;Inform. Syst. Res.,2014
4. A fatigue strength predictor for steels using ensemble data mining: steel fatigue strength predictor;Agrawal,2016
5. An online tool for predicting fatigue strength of steel alloys based on ensemble data mining;Agrawal;Int. J. Fatigue,2018
Cited by 220 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. Micromechanics-based deep-learning for composites: Challenges and future perspectives;European Journal of Mechanics - A/Solids;2024-05
2. A machine learning perspective on the inverse indentation problem: uniqueness, surrogate modeling, and learning elasto-plastic properties from pile-up;Journal of the Mechanics and Physics of Solids;2024-04
3. Data-driven inverse design of composite triangular lattice structures;International Journal of Mechanical Sciences;2024-03
4. A preliminary discussion about the application of machine learning in the field of constitutive modeling focusing on alloys;Journal of Alloys and Compounds;2024-03
5. Prediction of local elasto-plastic stress and strain fields in a two-phase composite microstructure using a deep convolutional neural network;Computer Methods in Applied Mechanics and Engineering;2024-03
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