Physics-informed neural networks for enhancing structural seismic response prediction with pseudo-labelling
Author:
Publisher
Springer Science and Business Media LLC
Subject
Mechanical Engineering,Civil and Structural Engineering
Link
https://link.springer.com/content/pdf/10.1007/s43452-023-00820-6.pdf
Reference62 articles.
1. Burak B, Comlekoglu HG. Effect of shear wall area to floor area ratio on the seismic behavior of RC buildings. J Struct Eng. 2013;139(11):1928–37.
2. Hidalgo PA, Jordan RM, Martinez MP. An analytical model to predict the inelastic seismic behavior of shear-wall, reinforced concrete structures. Eng Struct. 2002;24(1):85–98.
3. Massone LM, López CN, Kolozvari K. Formulation of an efficient shear-flexure interaction model for planar reinforced concrete walls. Eng Struct. 2021;243:112680.
4. Jiang H, Kurama YC. Analytical modeling of medium-rise reinforced concrete shear walls. ACI Struct J. 2010;107:400–10.
5. Arteta CA, Araújo GA, Torregroza AM, Martínez AF, Lu Y. Hybrid approach for simulating shear–flexure interaction in RC walls with nonlinear truss and fiber models. Bull Earthq Eng. 2019;17(12):6437–62.
Cited by 3 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. Time history seismic response prediction of multiple homogeneous building structures using only one deep learning‐based Structure Temporal Fusion Network;Earthquake Engineering & Structural Dynamics;2024-08-06
2. Seismic response prediction and parameters estimation of the frame structure equipped with the base isolation-fluid inerter system (FS-BIFI) based on the PI-LSTM model;Engineering Structures;2024-06
3. Prior knowledge‐infused neural network for efficient performance assessment of structures through few‐shot incremental learning;Computer-Aided Civil and Infrastructure Engineering;2024-03-11
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