Training data augmentation using generative models with statistical guarantees for materials informatics
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s00500-021-06533-3.pdf
Reference43 articles.
1. Arjovsky M, Bottou L (2017) Towards principled methods for training generative adversarial networks. In: Proceedings of the 5th International Conference on Learning Representations
2. Bishop CM (2006) Pattern recognition and machine learning. Springer, New Yrok
3. Blöchl PE (1994) Projector augmented-wave method. Phys Rev B 50:17953–17979
4. Cubuk ED, Sendek AD, Reed EJ (2019) Screening billions of candidates for solid lithium-ion conductors: a transfer learning approach for small data. J Chem Phys 150(21):214701
5. Cui Z, Xue F, Cai X, Cao Y, Wang Gg, Chen J (2018) Detection of malicious code variants based on deep learning. IEEE Trans Ind Inf 14(7):3187–3196. https://doi.org/10.1109/TII.2018.2822680
Cited by 4 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. Data-Driven Approaches for Energy Theft Detection: A Comprehensive Review;Energies;2024-06-20
2. Advances in materials informatics: a review;Journal of Materials Science;2024-02
3. A perspective on data-driven screening and discovery of polymer membranes for gas separation, from the molecular structure to the industrial performance;Reviews in Chemical Engineering;2023-11-21
4. Resampling Techniques for Materials Informatics: Limitations in Crystal Point Groups Classification;Journal of Chemical Information and Modeling;2022-07-19
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