Machine learning of phase transitions in the percolation andXYmodels-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Machine learning of phase transitions in the percolation andXYmodels

Published:2019-03-29 Issue:3 Volume:99 Page:
ISSN:2470-0045
Container-title:Physical Review E
language:en
Short-container-title:Phys. Rev. E

Author:

Zhang Wanzhou,Liu Jiayu,Wei Tzu-Chieh

Funder

China Scholarship Council

National Natural Science Foundation of China

National Science Foundation

Publisher

American Physical Society (APS)

Link

http://harvest.aps.org/v2/journals/articles/10.1103/PhysRevE.99.032142/fulltext

Reference64 articles.

1. Machine learning: Trends, perspectives, and prospects

2. Machine learning phases of matter

3. Discovering phase transitions with unsupervised learning

4. Unsupervised learning of phase transitions: From principal component analysis to variational autoencoders

5. Discovering phases, phase transitions, and crossovers through unsupervised machine learning: A critical examination

Cited by 79 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. A comprehensive neural network study of the non-equilibrium phase transition of the two-dimensional Ising model on the square lattice;The European Physical Journal Plus;2024-09-01

2. Two mass-imbalanced atoms in a hard-wall trap: Deep learning integrability of many-body systems;Physical Review E;2024-08-22

3. Supervised, semisupervised, and unsupervised learning of the Domany-Kinzel model;Physical Review E;2024-08-02

4. Orientation-position coupling in the two-dimensional XY model;Physical Review B;2024-07-17

5. Exponentially improved efficient machine learning for quantum many-body states with provable guarantees;Physical Review Research;2024-07-08

同舟云学术

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