Machine learning plastic deformation of crystals
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry
Link
http://www.nature.com/articles/s41467-018-07737-2.pdf
Reference42 articles.
1. Kagan, Y. Y. & Jackson, D. D. Probabilistic forecasting of earthquakes. Geophys. J. Int. 143, 438–453 (2000).
2. Koivisto, J., Ovaska, M., Miksic, A., Laurson, L. & Alava, M. J. Predicting sample lifetimes in creep fracture of heterogeneous materials. Phys. Rev. E 94, 023002 (2016).
3. Voight, B. A method for prediction of volcanic eruptions. Nature 332, 125–130 (1988).
4. Brunelli, R. Template Matching Techniques in Computer Vision: Theory and Practice. (John Wiley & Sons, New Jersey, 2009).
5. Kourou, K., Exarchos, T. P., Exarchos, K. P., Karamouzis, M. V. & Fotiadis, D. I. Machine learning applications in cancer prognosis and prediction. Comput. Struct. Biotechnol. J. 13, 8–17 (2015).
Cited by 69 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. Decoding dynamic bamboo cell shrinkage with time-lapse microscopy and machine-learning;Industrial Crops and Products;2024-10
2. Determining plastic slips in rate-independent crystal plasticity models through machine learning algorithms;Extreme Mechanics Letters;2024-09
3. Crystal Plasticity Parameter Optimization in Cyclically Deformed Electrodeposited Copper—A Machine Learning Approach;Materials;2024-07-09
4. Dislocation-precipitate interactions in crystals: from the BKS model to collective dislocation dynamics;Journal of Materials Science: Materials Theory;2024-05-13
5. Micropillar compression using discrete dislocation dynamics and machine learning;Theoretical and Applied Mechanics Letters;2024-01
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