Seismic performance assessment of corroded RC columns based on data-driven machine-learning approach

Implementing ensemble learning methods to predict the shear strength of RC deep beams with/without web reinforcements

(2021) De-Cheng Feng et al.   ENGINEERING STRUCTURES

System-wide seismic vulnerability of aging multiple-span multiple-girder bridges in low-to-moderate seismic hazard regions

(2021) John E Lens M.EERI et al.   EARTHQUAKE SPECTRA

Life-cycle modelling of concrete cracking and reinforcement corrosion in concrete bridges: A case study

(2021) Shilun Chen et al.   ENGINEERING STRUCTURES

Life-Cycle Performance Assessment of Aging Bridges Subjected to Tsunami Hazards

(2021) Ji-Gang Xu et al.   Journal of Bridge Engineering

On the denoising of structural vibration response records from low-cost sensors: a critical comparison and assessment

(2021) Gabriele Ravizza et al.   Journal of Civil Structural Health Monitoring

Concrete-to-concrete interface shear strength prediction based on explainable extreme gradient boosting approach

(2021) Ji-Gang Xu et al.   CONSTRUCTION AND BUILDING MATERIALS

Life-cycle seismic performance assessment of aging RC bridges considering multi-failure modes of bridge columns

(2021) Ji-Gang Xu et al.   ENGINEERING STRUCTURES

Seismic behavior of corroded reinforced concrete column joints under low-cyclic repeated loading

(2020) Xiaoyong Luo et al.   Archives of Civil and Mechanical Engineering

Experimental investigation on seismic behavior of corroded RC columns under artificial climate environment and electrochemical chloride extraction: A comparative study

(2020) Kuang-Yu Dai et al.   CONSTRUCTION AND BUILDING MATERIALS

Phenomenological hysteretic model for corroded RC columns

(2020) Kuang-Yu Dai et al.   ENGINEERING STRUCTURES

Data-driven machine-learning-based seismic failure mode identification of reinforced concrete shear walls

(2020) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Failure mode classification and bearing capacity prediction for reinforced concrete columns based on ensemble machine learning algorithm

(2020) De-Cheng Feng et al.   ADVANCED ENGINEERING INFORMATICS

The promise of implementing machine learning in earthquake engineering: A state-of-the-art review

(2020) Yazhou Xie et al.   EARTHQUAKE SPECTRA

Seismic fragility analysis of shear-critical concrete columns considering corrosion induced deterioration effects

(2020) Ji-Gang Xu et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Machine learning framework for predicting failure mode and shear capacity of ultra high performance concrete beams

(2020) Roya Solhmirzaei et al.   ENGINEERING STRUCTURES

Machine learning applications for building structural design and performance assessment: State-of-the-art review

(2020) Han Sun et al.   Journal of Building Engineering

Prediction model of the failure mode of beam-column joints using machine learning methods

(2020) Xiangling Gao et al.   ENGINEERING FAILURE ANALYSIS

Retrofitting of the corroded reinforced concrete columns with CFRP and GFRP fabrics under different corrosion levels

(2020) Arash Karimipour et al.   ENGINEERING STRUCTURES

A machine learning-based time-dependent shear strength model for corroded reinforced concrete beams

(2020) Bo Fu et al.   Journal of Building Engineering

Performance of aged reinforced concrete columns under simulated seismic loading

(2019) Aditya S. Rajput et al.   Structural Concrete

Seismic behavior and strength prediction of corroded RC columns subjected to cyclic loading

(2019) Zhaoqun Chang et al.   MAGAZINE OF CONCRETE RESEARCH

Deformation behaviour of concrete materials under the sulfate attack

(2019) Dandan Sun et al.   CONSTRUCTION AND BUILDING MATERIALS

Load-carrying capacity and mode failure simulation of beam-column joint connection: Application of self-tuning machine learning model

(2019) Afrah Abdulelah Hamzah Alwanas et al.   ENGINEERING STRUCTURES

Machine Learning–Based Failure Mode Recognition of Circular Reinforced Concrete Bridge Columns: Comparative Study

(2019) Sujith Mangalathu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Analytical modeling of corroded RC columns considering flexure-shear interaction for seismic performance assessment

(2019) Ji-Gang Xu et al.   Bulletin of Earthquake Engineering

Seismic Performance of Flexural Reinforced Concrete Columns with Corroded Reinforcement

(2018) Ngoc Son Vu et al.   ACI STRUCTURAL JOURNAL

Experimental study on seismic behaviors of concrete columns confined by corroded stirrups and lateral strength prediction

(2018) Qiang Li et al.   CONSTRUCTION AND BUILDING MATERIALS

Shaking table tests of coastal bridge piers with different levels of corrosion damage caused by chloride penetration

(2018) Wei Yuan et al.   CONSTRUCTION AND BUILDING MATERIALS

Emerging artificial intelligence methods in structural engineering

(2018) Hadi Salehi et al.   ENGINEERING STRUCTURES

Corroded reinforced concrete columns under simulated seismic loading

(2018) Aditya Singh Rajput et al.   ENGINEERING STRUCTURES

Seismic Performance Assessment of Corroded Reinforced Concrete Short Columns

(2018) Ngoc Son Vu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Seismic behavior of low-corroded reinforced concrete short columns in an over 20-year building structure

(2018) Gao Ma et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Seismic Performance Assessment of Corroded Reinforced Concrete Short Columns

(2018) Ngoc Son Vu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Model updating of a historic concrete bridge by sensitivity- and global optimization-based Latin Hypercube Sampling

(2018) Rosalba Ferrari et al.   ENGINEERING STRUCTURES

Shear strengthening of corroded reinforced concrete columns using pet fiber based composties

(2017) Dawei Zhang et al.   ENGINEERING STRUCTURES

Experimental Research on Seismic Behavior of Reinforced Concrete Columns Strengthened with TRC under Corrosion Environment

(2017) Shiping Yin et al.   JOURNAL OF STRUCTURAL ENGINEERING

Experimental Research on Seismic Behavior of Reinforced Concrete Columns Strengthened with TRC under Corrosion Environment

(2017) Shiping Yin et al.   JOURNAL OF STRUCTURAL ENGINEERING

Seismic Behavior of Reinforced Concrete Columns with Corroded Deformed Reinforcing Bars

(2016) Caglar Goksu et al.   ACI STRUCTURAL JOURNAL

Experimental research on hysteretic behaviors of corroded reinforced concrete columns with different maximum amounts of corrosion of rebar

(2016) Shu-Yan Yang et al.   CONSTRUCTION AND BUILDING MATERIALS

Cyclic behaviour of earthquake- and corrosion-damaged RC columns

(2016) Xian Li et al.   MAGAZINE OF CONCRETE RESEARCH

Experimental investigation on the cyclic performance of reinforced concrete piers with chloride-induced corrosion in marine environment

(2015) Anxin Guo et al.   ENGINEERING STRUCTURES

Experimental evaluation of the corrosion influence on the cyclic behaviour of RC columns

(2014) Alberto Meda et al.   ENGINEERING STRUCTURES

Seismic analytical model of shear strength for corroded RC column

(2014) Shuyan Yang et al.   MATERIALS AND STRUCTURES

Failure mode classification of reinforced concrete column using Fisher method

(2013) Yong-le Qi et al.   Journal of Central South University

Estimation of flexural capacity of quadrilateral FRP-confined RC columns using combined artificial neural network

(2012) Mehmet Alpaslan Köroğlu et al.   ENGINEERING STRUCTURES

Behavior of corrosion damaged circular reinforced concrete columns under cyclic loading

(2011) Ying Ma et al.   CONSTRUCTION AND BUILDING MATERIALS

Seismic behavior of corrosion-damaged reinforced concrete columns strengthened using combined carbon fiber-reinforced polymer and steel jacket

(2009) Jinbo Li et al.   CONSTRUCTION AND BUILDING MATERIALS

Seismic fragility estimates for reinforced concrete bridges subject to corrosion

(2008) Do-Eun Choe et al.   STRUCTURAL SAFETY