Prediction of the load-shortening curve of CFST columns using ANN-based models

Explainable machine learning using real, synthetic and augmented fire tests to predict fire resistance and spalling of RC columns

(2022) M.Z. Naser et al.   ENGINEERING STRUCTURES

A moving forest model to predict the building-level progression of ordinance-mandated seismic retrofits

(2022) Henry Burton   Journal of Building Engineering

Machine learning for structural engineering: A state-of-the-art review

(2022) Huu-Tai Thai   Structures

Strength prediction of concrete-filled steel tubular columns using Categorical Gradient Boosting algorithm

(2021) Seunghye Lee et al.   ENGINEERING STRUCTURES

Prediction of axial load capacity of rectangular concrete-filled steel tube columns using machine learning techniques

(2021) Tien-Thinh Le et al.   ENGINEERING WITH COMPUTERS

Evaluation of the ultimate eccentric load of rectangular CFSTs using advanced neural network modeling

(2021) Panagiotis G. Asteris et al.   ENGINEERING STRUCTURES

Behaviour and design of eccentrically loaded CFST columns with high strength materials and slender sections

(2021) Tan-Trac Nguyen et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Application of machine learning models for designing CFCFST columns

(2021) Mohammadreza Zarringol et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

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

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

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

Deep learning-based classification of earthquake-impacted buildings using textual damage descriptions

(2019) Sujith Mangalathu et al.   International Journal of Disaster Risk Reduction

Axial behavior of ultra-high performance concrete (UHPC) filled stocky steel tubes with square sections

(2019) Yanxiang Yan et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Classification of in-plane failure modes for reinforced concrete frames with infills using machine learning

(2019) Honglan Huang et al.   Journal of Building Engineering

Properties and material models for construction materials post exposure to elevated temperatures

(2019) M.Z. Naser et al.   MECHANICS OF MATERIALS

Experimental investigation on octagonal concrete filled steel stub columns under uniaxial compression

(2018) Jiong-Yi Zhu et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Structural behavior of UHPC filled steel tube columns under axial loading

(2018) Shiming Chen et al.   THIN-WALLED STRUCTURES

Column buckling tests of hot-rolled concrete filled square hollow sections of mild to high strength steel

(2016) M. Dundu   ENGINEERING STRUCTURES

Behavior of steel fiber reinforced concrete-filled steel tube columns under axial compression

(2015) Yiyan Lu et al.   CONSTRUCTION AND BUILDING MATERIALS

Parameter identification of three hysteretic models for the simulation of the response of CFT columns to cyclic loading

(2014) Konstantinos A. Skalomenos et al.   ENGINEERING STRUCTURES

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

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

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

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

Compressive strength of circular concrete filled steel tube columns

(2012) M. Dundu   THIN-WALLED 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

Experimental behaviour of high performance concrete-filled steel tubular columns

(2007) Qing Yu et al.   THIN-WALLED STRUCTURES