Microstructure optimization with constrained design objectives using machine learning-based feedback-aware data-generation
Author:
Funder
AFOSR MURI
Publisher
Elsevier BV
Subject
Computational Mathematics,General Physics and Astronomy,Mechanics of Materials,General Materials Science,General Chemistry,General Computer Science
Reference44 articles.
1. Computational design of hierarchically structured materials;Olson;Science,1997
2. Perspective: materials informatics and big data: realization of the fourth paradigm of science in materials science;Agrawal;APL Mater.,2016
3. Linear analysis of texture–property relationships using process-based representations of rodrigues space;Sundararaghavan;Acta Mater.,2007
4. Exploration of data science techniques to predict fatigue strength of steel from composition and processing parameters;Agrawal;Integr. Mater. Manuf. Innov.,2014
5. A general-purpose machine learning framework for predicting properties of inorganic materials;Ward;npj Comput. Mater.,2016
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. Microstructure-Sensitive Deformation Modeling and Materials Design with Physics-Informed Neural Networks;AIAA Journal;2024-05
2. Data-driven texture design for reducing elastic and plastic anisotropy in titanium alloys;Acta Materialia;2024-02
3. Low-rank approximation of local strain in two-phase composites;International Journal of Mechanical Sciences;2024-02
4. Artificial intelligence and machine learning in the design and additive manufacturing of responsive composites;MRS Communications;2023-09-13
5. Role of Machine Learning in Managing Crowd Intelligence;International Journal of Scientific Research in Computer Science, Engineering and Information Technology;2023-09-10
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