Application of deep learning method in web crippling strength prediction of cold-formed stainless steel channel sections under end-two-flange loading
出版年份 2021 全文链接
标题
Application of deep learning method in web crippling strength prediction of cold-formed stainless steel channel sections under end-two-flange loading
作者
关键词
Web crippling, Cold-formed steel, Deep learning, Stainless steel, Web hole, Finite element analysis
出版物
Structures
Volume 33, Issue -, Pages 2903-2942
出版商
Elsevier BV
发表日期
2021-06-24
DOI
10.1016/j.istruc.2021.05.097
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Deep learning-based procedure for structural design of cold-formed steel channel sections with edge-stiffened and un-stiffened holes under axial compression
- (2021) Zhiyuan Fang et al. THIN-WALLED STRUCTURES
- Deep learning-based axial capacity prediction for cold-formed steel channel sections using Deep Belief Network
- (2021) Zhiyuan Fang et al. Structures
- Web crippling behaviour of cold-formed steel channel sections with edge-stiffened and unstiffened circular holes under interior-two-flange loading condition
- (2020) Asraf Uzzaman et al. THIN-WALLED STRUCTURES
- Web crippling strength of perforated cold-formed ferritic stainless steel unlipped channels with restrained flanges under one-flange loadings
- (2019) Amir M. Yousefi et al. THIN-WALLED STRUCTURES
- Deep belief network-based support vector regression method for traffic flow forecasting
- (2019) Haibo Xu et al. NEURAL COMPUTING & APPLICATIONS
- Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer
- (2019) Rahmat Ali et al. CONSTRUCTION AND BUILDING MATERIALS
- Cold-formed steel channel sections under end-two-flange loading condition: Design for edge-stiffened holes, unstiffened holes and plain webs
- (2019) Asraf Uzzaman et al. THIN-WALLED STRUCTURES
- Deep Belief Network Based Hybrid Model for Building Energy Consumption Prediction
- (2018) Chengdong Li et al. Energies
- Web Crippling Behavior of Unlipped Cold-Formed Ferritic Stainless Steel Channels Subject to One-Flange Loadings
- (2018) Amir M. Yousefi et al. JOURNAL OF STRUCTURAL ENGINEERING
- Web Crippling Behavior of Unlipped Cold-Formed Ferritic Stainless Steel Channels Subject to One-Flange Loadings
- (2018) Amir M. Yousefi et al. JOURNAL OF STRUCTURAL ENGINEERING
- Image-driven structural steel damage condition assessment method using deep learning algorithm
- (2018) Heng Liu et al. MEASUREMENT
- Effects of edge-stiffened circular holes on the web crippling strength of cold-formed steel channel sections under one-flange loading conditions
- (2017) Asraf Uzzaman et al. ENGINEERING STRUCTURES
- Web bearing capacity of unlipped cold-formed ferritic stainless steel channels with perforated web subject to end-two-flange (ETF) loading
- (2017) Amir M. Yousefi et al. ENGINEERING STRUCTURES
- Artificial neural network prediction of buckling load of thin cylindrical shells under axial compression
- (2017) Zia ul Rehman Tahir et al. ENGINEERING STRUCTURES
- Web crippling behaviour of cold-formed steel channel sections with web holes subjected to interior-one-flange loading condition – Part II: parametric study and proposed design equations
- (2017) Ying Lian et al. THIN-WALLED STRUCTURES
- Cold-formed ferritic stainless steel unlipped channels with web openings subjected to web crippling under interior-two-flange loading condition – Part I: Tests and finite element model validation
- (2017) Amir M. Yousefi et al. THIN-WALLED STRUCTURES
- Web crippling behaviour of cold-formed steel channel sections with web holes subjected to interior-one-flange loading condition-Part I: Experimental and numerical investigation
- (2017) Ying Lian et al. THIN-WALLED STRUCTURES
- Experimental Studies of Lipped Channel Beams Subject to Web Crippling under Two-Flange Load Cases
- (2016) Lavan Sundararajah et al. JOURNAL OF STRUCTURAL ENGINEERING
- Load-carrying capacity of locally corroded steel plate girder ends using artificial neural network
- (2016) Sajjad Tohidi et al. THIN-WALLED STRUCTURES
- Effect of web holes on web crippling strength of cold-formed steel channel sections under end-one-flange loading condition - Part II: Parametric study and proposed design equations
- (2016) Ying Lian et al. THIN-WALLED STRUCTURES
- Effect of web holes on web crippling strength of cold-formed steel channel sections under end-one-flange loading condition – Part I: Tests and finite element analysis
- (2016) Ying Lian et al. THIN-WALLED STRUCTURES
- Experimental Studies of Lipped Channel Beams Subject to Web Crippling under Two-Flange Load Cases
- (2016) Lavan Sundararajah et al. JOURNAL OF STRUCTURAL ENGINEERING
- Web crippling tests of cold-formed steel channels under two flange load cases
- (2015) S. Gunalan et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Experimental and finite element analysis research on cold-formed steel lipped channel beams under web crippling
- (2015) Yu Chen et al. THIN-WALLED STRUCTURES
- Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning
- (2014) Wenhao Huang et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Computational modelling of flange crushing in cold-formed steel sections
- (2014) P. Natário et al. THIN-WALLED STRUCTURES
- Experimental study of web crippling behaviour of hollow flange channel beams under two flange load cases
- (2014) Poologanathan Keerthan et al. THIN-WALLED STRUCTURES
- Effect of offset web holes on web crippling strength of cold-formed steel channel sections under end-two-flange loading condition
- (2013) Asraf Uzzaman et al. THIN-WALLED STRUCTURES
- Study of web crippling in ferritic stainless steel cold formed sections
- (2013) M. Bock et al. THIN-WALLED STRUCTURES
- Cold-formed steel sections with web openings subjected to web crippling under two-flange loading conditions—Part II: Parametric study and proposed design equations
- (2012) Asraf Uzzaman et al. THIN-WALLED STRUCTURES
- Cold-formed steel sections with web openings subjected to web crippling under two-flange loading conditions—part I: Tests and finite element analysis
- (2012) Asraf Uzzaman et al. THIN-WALLED STRUCTURES
- A neural network based closed-form solution for the distortional buckling of elliptical tubes
- (2011) J.L.R. Dias et al. ENGINEERING STRUCTURES
- Assessment of load carrying capacity of castellated steel beams by neural networks
- (2011) Saeed Gholizadeh et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Web crippling behaviour of cold-formed steel channel sections with offset web holes subjected to interior-two-flange loading
- (2011) Asraf Uzzaman et al. THIN-WALLED STRUCTURES
- Web Crippling of Cold-Formed Stainless Steel Tubular Sections
- (2009) Feng Zhou et al. ADVANCES IN STRUCTURAL ENGINEERING
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started