On-the-Fly Adaptivity for Nonlinear Twoscale Simulations Using Artificial Neural Networks and Reduced Order Modeling
Author:
Funder
Deutsche Forschungsgemeinschaft
Publisher
Frontiers Media SA
Subject
Materials Science (miscellaneous)
Reference32 articles.
1. Data science approaches for microstructure quantification and feature identification in porous membranes;Altschuh;J. Membr. Sci.,2017
2. Evaluation of machine learning interpolation techniques for prediction of physical properties;Bélisle;Comput. Mater. Sci.,2015
3. Material structure-property linkages using three-dimensional convolutional neural networks;Çeçen;Acta Mater.,2018
4. A data-driven approach to establishing microstructure-property relationships in porous transport layers of polymer electrolyte fuel cells;Çeçen;J. Power Sources,2014
5. Artificial neural network for correction of effects of plasticity in equibiaxial residual stress profiles measured by hole drilling;Chupakhin;J. Strain Anal. Eng. Design,2017
Cited by 52 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. Nonlinear model order reduction using local basis methods on RVEs: A parameter study and comparison of different variants;PAMM;2024-09-05
2. FE-LSTM: A hybrid approach to accelerate multiscale simulations of architectured materials using Recurrent Neural Networks and Finite Element Analysis;Computer Methods in Applied Mechanics and Engineering;2024-09
3. Transfer-learning-based strategy for enhancing prediction accuracy and computational efficiency of nonlinear mechanical properties in composite materials;Composites Science and Technology;2024-02
4. Learning solutions of thermodynamics-based nonlinear constitutive material models using physics-informed neural networks;Computational Mechanics;2024-01-09
5. A clustering-enhanced potential-based reduced order homogenization framework for nonlinear heterogeneous materials;European Journal of Mechanics - A/Solids;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