Application of machine learning models for designing CFCFST columns

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

Predicting capacity model and seismic fragility estimation for RC bridge based on artificial neural network

(2020) Caigui Huang et al.   Structures

Efficient machine learning models for prediction of concrete strengths

(2020) Hoang Nguyen et al.   CONSTRUCTION AND BUILDING MATERIALS

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

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

Reliability assessment of axially loaded uPVC tube confined reinforced concrete columns

(2019) Abraham Mengesha Woldemariam et al.   Structures

A modified firefly algorithm-artificial neural network expert system for predicting compressive and tensile strength of high-performance concrete

(2018) Dac-Khuong Bui et al.   CONSTRUCTION AND BUILDING MATERIALS

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

Structural performance of cold-formed high strength steel tubular columns

(2018) Han Fang et al.   ENGINEERING STRUCTURES

Strength, stiffness and ductility of concrete-filled steel columns under axial compression

(2017) Zhi-Bin Wang et al.   ENGINEERING STRUCTURES

Numerical analysis and design of slender concrete-filled elliptical hollow section columns and beam-columns

(2017) W. Qiu et al.   ENGINEERING STRUCTURES

An Artificial Neural Networks model for the prediction of the compressive strength of FRP-confined concrete circular columns

(2017) Alessio Cascardi et al.   ENGINEERING 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

System reliability evaluation of steel frames with semi-rigid connections

(2016) Huu-Tai Thai et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Numerical modelling of concrete-filled steel box columns incorporating high strength materials

(2014) Huu-Tai Thai et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Experimental behaviour of cold-formed steel welded tube filled with concrete made of crushed crystallized slag subjected to eccentric load

(2014) Noureddine Ferhoune   THIN-WALLED STRUCTURES

Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns

(2013) Joaquim Tinoco et al.   COMPUTERS AND GEOTECHNICS

Enhanced artificial intelligence for ensemble approach to predicting high performance concrete compressive strength

(2013) Jui-Sheng Chou et al.   CONSTRUCTION AND BUILDING MATERIALS

Finite element modelling of concrete-filled steel stub columns under axial compression

(2013) Zhong Tao et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Evolutionary artificial neural networks: a review

(2011) Shifei Ding et al.   ARTIFICIAL INTELLIGENCE REVIEW

Prediction of strength parameters of FRP-confined concrete

(2011) H.M. Elsanadedy et al.   COMPOSITES PART B-ENGINEERING

Prediction of elastic modulus of normal and high strength concrete by support vector machine

(2010) Kezhen Yan et al.   CONSTRUCTION AND BUILDING MATERIALS

Neural networks modeling of shear strength of SFRC corbels without stirrups

(2009) Shailendra Kumar et al.   APPLIED SOFT COMPUTING

Performance-based analysis of concrete-filled steel tubular beam–columns, Part I: Theory and algorithms

(2008) Qing Quan Liang   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Nonlinear structural response prediction based on support vector machines

(2007) Dong Yinfeng et al.   JOURNAL OF SOUND AND VIBRATION