Materials representation and transfer learning for multi-property prediction
Author:
Affiliation:
1. Department of Computer Science, Cornell University, Ithaca, New York 14853, USA
2. Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California 91125, USA
Funder
Basic Energy Sciences
Toyota Research Institute
Publisher
AIP Publishing
Subject
General Physics and Astronomy
Link
https://aip.scitation.org/doi/pdf/10.1063/5.0047066
Reference53 articles.
1. The cyberscientist
2. Amplify scientific discovery with artificial intelligence
3. Deep learning
4. Mastering Atari, Go, chess and shogi by planning with a learned model
5. Scientific AI in materials science: a path to a sustainable and scalable paradigm
Cited by 28 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. Navigating the unknown with AI: multiobjective Bayesian optimization of non-noble acidic OER catalysts;Journal of Materials Chemistry A;2024
2. Research on composition-process-property prediction of die casting Al alloys via combining feature creation and attention mechanisms;Journal of Materials Research and Technology;2024-01
3. A creep life prediction model of P91 steel coupled with back-propagation artificial neural network (BP-ANN) and θ projection method;International Journal of Pressure Vessels and Piping;2023-12
4. Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity;Science Advances;2023-11-10
5. Artificial Intelligence in Predicting Mechanical Properties of Composite Materials;Journal of Composites Science;2023-09-01
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