LSTM, WaveNet, and 2D CNN for nonlinear time history prediction of seismic responses
Author:
Funder
Natural Sciences and Engineering Research Council of Canada
Publisher
Elsevier BV
Subject
Civil and Structural Engineering
Reference76 articles.
1. Story-specific demand models and seismic fragility estimates for multi-story buildings;Bai;Struct Saf,2011
2. Residual drift demands in moment-resisting steel frames subjected to narrow-band earthquake ground motions;Bojórquez;Earthq Eng Struct Dyn,2013
3. Mechanistic seismic damage model for reinforced concrete;Park;J Struct Eng,1985
4. A framework for earthquake engineering simulation;OpenSees;Comput Sci Eng,2011
5. PEER performance-based earthquake engineering methodology;Günay;Revisited J Earthq Eng,2013
Cited by 25 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. E-PINN: A fast physics-informed neural network based on explicit time-domain method for dynamic response prediction of nonlinear structures;Engineering Structures;2024-12
2. Enhanced multi-scenario running safety assessment of railway bridges based on graph neural networks with self-evolutionary capability;Engineering Structures;2024-11
3. Study on the evolution of dynamic characteristics and seismic damage of a self-centering concrete structure based on data-driven methods;Engineering Structures;2024-10
4. Advancements in Deep Learning Techniques for Time Series Forecasting in Maritime Applications: A Comprehensive Review;Information;2024-08-21
5. Deep Learning Frequency Loss Functions for Predicting the Seismic Responses of Structures;International Journal of Structural Stability and Dynamics;2024-08-20
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