Strength prediction of circular CFST columns through advanced machine learning methods
出版年份 2022 全文链接
标题
Strength prediction of circular CFST columns through advanced machine learning methods
作者
关键词
-
出版物
Journal of Building Engineering
Volume 51, Issue -, Pages 104289
出版商
Elsevier BV
发表日期
2022-03-02
DOI
10.1016/j.jobe.2022.104289
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Machine learning models to estimate the elastic modulus of weathered magmatic rocks
- (2021) Nurcihan Ceryan et al. Environmental Earth Sciences
- Compressive behavior of circular concrete-filled steel tubular columns under freeze-thaw cycles
- (2020) Shan Gao et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Performance evaluation of recycled aggregate concrete-filled steel tubes under different loading conditions: Database analysis and modelling
- (2020) Jinjun Xu et al. Journal of Building Engineering
- Data-driven machine-learning-based seismic failure mode identification of reinforced concrete shear walls
- (2020) Sujith Mangalathu et al. ENGINEERING STRUCTURES
- Optimization of Artificial Intelligence System by Evolutionary Algorithm for Prediction of Axial Capacity of Rectangular Concrete Filled Steel Tubes under Compression
- (2020) Hung Quang Nguyen et al. Materials
- Compressive behaviours of circular concrete-filled steel tubes exposed to low-temperature environment
- (2020) Jia-Bao Yan et al. CONSTRUCTION AND BUILDING MATERIALS
- Practical artificial neural network tool for predicting the axial compression capacity of circular concrete-filled steel tube columns with ultra-high-strength concrete
- (2020) Viet-Linh Tran et al. THIN-WALLED STRUCTURES
- Behaviour of concrete-filled steel-tube columns strengthened with high-strength CFRP textile grid-reinforced high-ductility engineered cementitious composites
- (2020) Yuhong Yan et al. CONSTRUCTION AND BUILDING MATERIALS
- Experimental investigation of axial loaded circular steel tube short columns filled with manufactured sand concrete
- (2020) Minsheng Guan et al. ENGINEERING STRUCTURES
- Performance degradation of circular thin-walled CFST stub columns in high-latitude offshore region
- (2020) Shan Gao et al. THIN-WALLED STRUCTURES
- Evaluating structural response of concrete-filled steel tubular columns through machine learning
- (2020) M.Z. Naser et al. Journal of Building Engineering
- Efficient machine learning models for prediction of concrete strengths
- (2020) Hoang Nguyen et al. CONSTRUCTION AND BUILDING MATERIALS
- Shear capacity prediction of slender reinforced concrete structures with steel fibers using machine learning
- (2020) Oladimeji Benedict Olalusi et al. ENGINEERING STRUCTURES
- Behaviour of concrete-filled cold-formed high strength steel circular stub columns
- (2020) Meini Su et al. THIN-WALLED STRUCTURES
- Application of ANN to the design of CFST columns
- (2020) Mohammadreza Zarringol et al. Structures
- Machine learning-based prediction of CFST columns using gradient tree boosting algorithm
- (2020) Quang-Viet Vu et al. COMPOSITE STRUCTURES
- Prediction model on the compressive strength of recycled aggregate concrete filled steel tube columns
- (2019) Abdikarim Idiris Nour et al. COMPOSITES PART B-ENGINEERING
- Confinement Effect of Concrete-Filled Steel Tube Columns With Infill Concrete of Different Strength Grades
- (2019) Liusheng He et al. Frontiers in Materials
- Concrete-filled steel tubular columns: Test database, design and calibration
- (2019) Son Thai et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Application of ANN in predicting ACC of SCFST column
- (2019) Viet-Linh Tran et al. COMPOSITE STRUCTURES
- Machine Learning–Based Failure Mode Recognition of Circular Reinforced Concrete Bridge Columns: Comparative Study
- (2019) Sujith Mangalathu et al. JOURNAL OF STRUCTURAL ENGINEERING
- Experimental Behavior and Design of High-Strength Circular Concrete-Filled Steel Tube Short Columns
- (2019) Jiangang Wei et al. JOURNAL OF STRUCTURAL ENGINEERING
- Structural behavior of concrete-filled steel tube short columns stiffened by external and internal continuous spirals
- (2019) Salih K. Alrebeh et al. Structures
- Load-carrying capacity of axially loaded concrete-filled steel tubular columns made of thin tubes
- (2018) Marcin Abramski Archives of Civil and Mechanical Engineering
- Stress paths of confined concrete in axially loaded circular concrete-filled steel tube stub columns
- (2018) Siqi Lin et al. ENGINEERING STRUCTURES
- Application of soft computing methods for predicting the elastic modulus of recycled aggregate concrete
- (2018) Emadaldin Mohammadi Golafshani et al. JOURNAL OF CLEANER PRODUCTION
- Experimental investigation on octagonal concrete filled steel stub columns under uniaxial compression
- (2018) Jiong-Yi Zhu et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Experimental study on axially compressed circular CFST columns with improved confinement effect
- (2018) Liusheng He et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Dune sand concrete-filled steel tubular (CFST) stub columns under axial compression: Experiments
- (2018) Qing-Xin Ren et al. THIN-WALLED STRUCTURES
- Impact of D/t ratio on circular concrete-filled high-strength steel tubular stub columns under axial compression
- (2018) Shiming Zhou et al. THIN-WALLED STRUCTURES
- Behavior of Concrete-Filled Steel Tube Columns Subjected to Axial Compression
- (2018) Pengfei Li et al. Advances in Materials Science and Engineering
- Behaviors of recycled aggregate concrete-filled steel tubular columns under eccentric loadings
- (2018) Vivian W. Y. Tam et al. Frontiers of Structural and Civil Engineering
- Size effect in circular concrete-filled steel tubes with different diameter-to-thickness ratios under axial compression
- (2017) Wenjing Wang 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
- Axial performance of short concrete filled steel tubes with high- and ultra-high- strength materials
- (2017) Ming-Xiang Xiong et al. ENGINEERING STRUCTURES
- A review and analysis of circular UHPC filled steel tube columns under axial loading
- (2017) An Le Hoang et al. STRUCTURAL ENGINEERING AND MECHANICS
- Size effect of circular concrete-filled steel tubular short columns subjected to axial compression
- (2017) Yuyin Wang et al. THIN-WALLED STRUCTURES
- Research on axial bearing capacity of rectangular concrete-filled steel tubular columns based on artificial neural networks
- (2017) Yansheng Du et al. Frontiers of Computer Science
- Experimental Study on Ultrahigh Strength Concrete Filled Steel Tube Short Columns under Axial Load
- (2017) Xiaojun Zhou et al. Advances in Materials Science and Engineering
- Recycling and reuse of construction and demolition waste in concrete-filled steel tubes: A review
- (2016) Zongping Chen et al. CONSTRUCTION AND BUILDING MATERIALS
- A theoretical axial stress-strain model for circular concrete-filled-steel-tube columns
- (2016) M.H. Lai et al. ENGINEERING STRUCTURES
- Ultimate capacity prediction of axially loaded CFST short columns
- (2016) Esra Mete Güneyisi et al. International Journal of Steel Structures
- Circular concrete-encased concrete-filled steel tube (CFST) stub columns subjected to axial compression
- (2016) Yong-Jin Li et al. MAGAZINE OF CONCRETE RESEARCH
- Study on preloading reduction of ultimate load of circular concrete-filled steel tubular columns
- (2016) Fuyun Huang et al. THIN-WALLED STRUCTURES
- Concrete-filled bimetallic tubes under axial compression: Experimental investigation
- (2016) Yong Ye et al. THIN-WALLED STRUCTURES
- Experimental behaviour of circular concrete filled steel tube columns and design specifications
- (2016) Talha Ekmekyapar et al. THIN-WALLED STRUCTURES
- Behavior of steel fiber reinforced concrete-filled steel tube columns under axial compression
- (2015) Yiyan Lu et al. CONSTRUCTION AND BUILDING MATERIALS
- Full-scale testing of high-strength RACFST columns subjected to axial compression
- (2015) Hai-cheng Niu et al. MAGAZINE OF CONCRETE RESEARCH
- Utilization of artificial neural networks to prediction of the capacity of CCFT short columns subject to short term axial load
- (2014) M. Ahmadi et al. Archives of Civil and Mechanical Engineering
- Developments and advanced applications of concrete-filled steel tubular (CFST) structures: Members
- (2014) Lin-Hai Han et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Experiments on special-shaped CFST stub columns under axial compression
- (2014) Qing-Xin Ren et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Experimental behavior of CFST stub columns after being exposed to freezing and thawing
- (2013) You-Fu Yang et al. COLD REGIONS SCIENCE AND TECHNOLOGY
- Behavior of concrete-filled steel tubular stub columns and beams using dune sand as part of fine aggregate
- (2013) Wei-Hua Wang et al. CONSTRUCTION AND BUILDING MATERIALS
- Influence of ultra-high strength infill in slender concrete-filled steel tubular columns
- (2013) J.M. Portolés et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Behaviors of axially loaded circular concrete-filled steel tube (CFT) stub columns with notch in steel tubes
- (2013) Xu Chang et al. THIN-WALLED STRUCTURES
- Prediction of compressive strength of recycled aggregate concrete using artificial neural networks
- (2012) Z.H. Duan et al. CONSTRUCTION AND BUILDING MATERIALS
- Experimental and numerical investigations of the compressive behavior of concrete filled steel tubes (CFSTs)
- (2012) Farid Abed et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Compressive strength of circular concrete filled steel tube columns
- (2012) M. Dundu THIN-WALLED STRUCTURES
- FRP-Confined Circular Concrete-Filled Thin Steel Tubes under Axial Compression
- (2011) Y. M. Hu et al. JOURNAL OF COMPOSITES FOR CONSTRUCTION
- Behavior of CFST short column and beam with initial concrete imperfection: Experiments
- (2011) Fei-Yu Liao et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Effects of debonding on circular CFST stub columns
- (2011) Jun-Qing Xue et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Concrete filled steel tube (CFST) columns subjected to concentrically partial compression
- (2011) Y.F. Yang et al. THIN-WALLED STRUCTURES
- Behavior of high-strength circular concrete-filled steel tubular (CFST) column under eccentric loading
- (2010) Seong-Hui Lee et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
- Prediction of the squash loads of concrete-filled tubular section columns with local buckling
- (2010) Young Bong Kwon et al. THIN-WALLED STRUCTURES
- Reliability-based evaluation of design code provisions for circular concrete-filled steel columns
- (2009) André T. Beck et al. ENGINEERING STRUCTURES
- Effect of preload on the axial capacity of concrete-filled composite columns
- (2008) J.Y. Richard Liew et al. JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH
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