Data-driven multiscale finite-element method using deep neural network combined with proper orthogonal decomposition
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Science Applications,General Engineering,Modeling and Simulation,Software
Link
https://link.springer.com/content/pdf/10.1007/s00366-023-01813-y.pdf
Reference53 articles.
1. Yam CY, Meng L, Zhang Y, Chen GH (2015) A multiscale quantum mechanics/electromagnetics method for device simulations. Chem Soc Rev 44(7):1763–1776
2. Shen L, Wu J, Yang W (2016) Multiscale quantum mechanics/molecular mechanics simulations with neural networks. J Chem Theory Comput 12(10):4934–4946
3. Choi J, Shin H, Cho M (2016) A multiscale mechanical model for the effective interphase of SWNT/epoxy nanocomposite. Polymer 89:159–171
4. Izvekov S, Voth GA (2005) A multiscale coarse-graining method for biomolecular systems. J Phys Chem B 109(7):2469–2473
5. Noid WG, Chu JW et al (2008) The multiscale coarse-graining method. I. A rigorous bridge between atomistic and coarse-grained models. J Chem Phys 128(24):244114
Cited by 5 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 extension-based analysis and application selection of process-composition-properties of die casting aluminum alloy;Engineering Applications of Artificial Intelligence;2024-07
2. Self-constructed strategy-based reinforcement LSTM approach for fiber-reinforced polymer non-linear degradation performance analysis;Composites Science and Technology;2024-03
3. Online distortion simulation using generative machine learning models: A step toward digital twin of metallic additive manufacturing;Journal of Industrial Information Integration;2024-03
4. Recent studies on the multiscale modeling and simulation of polymer nanocomposites;JMST Advances;2023-09
5. FE2 Computations with Deep Neural Networks: Algorithmic Structure, Data Generation, and Implementation;Mathematical and Computational Applications;2023-08-16
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