Machine Learning Approaches for Lateral Strength Estimation in Squat Shear Walls: A Comparative Study and Practical Implications

Comparative study on the performance of different machine learning techniques to predict the shear strength of RC deep beams: Model selection and industry implications

(2023) Khuong Le Nguyen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Low-Code Application and Practical Implications of Common Machine Learning Models for Predicting Punching Shear Strength of Concrete Reinforced Slabs

(2023) Khuong Le Nguyen et al.   Advances in Civil Engineering

Interpretable machine learning models for the estimation of seismic drifts in CLT buildings

(2023) Eknara Junda et al.   Journal of Building Engineering

Prediction of failure modes, strength, and deformation capacity of RC shear walls through machine learning

(2022) Haoyou Zhang et al.   Journal of Building Engineering

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

(2022) Huu-Tai Thai   Structures

Strength prediction of circular CFST columns through advanced machine learning methods

(2022) Chao Hou et al.   Journal of Building Engineering

Buckling and ultimate load prediction models for perforated steel beams using machine learning algorithms

(2022) Vitaliy V. Degtyarev et al.   Journal of Building Engineering

Seismic performance of squat UHPC shear walls subjected to high-compression shear combined cyclic load

(2022) Yue-Yi Li et al.   ENGINEERING STRUCTURES

Development of deep neural network model to predict the compressive strength of FRCM confined columns

(2022) Khuong Le-Nguyen et al.   Frontiers of Structural and Civil Engineering

Novel hybrid machine leaning model for predicting shear strength of reinforced concrete shear walls

(2021) Behrooz Keshtegar et al.   ENGINEERING WITH COMPUTERS

A machine learning-based formulation for predicting shear capacity of squat flanged RC walls

(2021) Duy-Duan Nguyen et al.   Structures

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

Predicting load capacity of shear walls using SVR–RSM model

(2021) Behrooz Keshtegar et al.   APPLIED SOFT COMPUTING

Interpretable XGBoost-SHAP Machine-Learning Model for Shear Strength Prediction of Squat RC Walls

(2021) De-Cheng Feng et al.   JOURNAL OF STRUCTURAL ENGINEERING

Experimental study on seismic behavior of reinforced concrete shear walls with low shear span ratio

(2021) Feng Wei et al.   Journal of Building Engineering

Response estimation of reinforced concrete shear walls using artificial neural network and simulated annealing algorithm

(2021) Mohammad Sadegh Barkhordari et al.   Structures

A practical ANN model for predicting the PSS of two-way reinforced concrete slabs

(2020) Viet-Linh Tran et al.   ENGINEERING WITH COMPUTERS

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

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

Shear–flexure-interaction models for planar and flanged reinforced concrete walls

(2019) Kristijan Kolozvari et al.   Bulletin of Earthquake Engineering

Prediction of shear strength and behavior of RC beams strengthened with externally bonded FRP sheets using machine learning techniques

(2019) Omar R. Abuodeh et al.   COMPOSITE STRUCTURES

Cyclic behavior modeling of reinforced concrete shear walls based on softened damage-plasticity model

(2018) De-Cheng Feng et al.   ENGINEERING STRUCTURES

General solution for shear strength estimate of RC elements based on panel response

(2018) Leonardo M. Massone 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

Prediction of shear strength for squat RC walls using a hybrid ANN–PSO model

(2017) X. L. Chen et al.   ENGINEERING WITH COMPUTERS

Cyclic Shear Behavior of High-Strength Concrete Structural Walls

(2016) Susanto Teng et al.   ACI STRUCTURAL JOURNAL

Experimental study and numerical model calibration of full-scale superimposed reinforced concrete walls with I-shaped cross sections

(2016) Xun Chong et al.   ADVANCES IN STRUCTURAL ENGINEERING

Probabilistic development of shear strength model for reinforced concrete squat walls

(2016) Chao-Lie Ning et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Seismic fragility and reliability of structures isolated by friction pendulum devices: seismic reliability-based design (SRBD)

(2016) Paolo Castaldo et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Shear strength of squat walls: A strut-and-tie model and closed-form design formula

(2015) Wael Kassem   ENGINEERING STRUCTURES

RC shear walls: Full-scale cyclic test, insights and derived analytical model

(2015) Adrián Bekő et al.   ENGINEERING STRUCTURES

Empirical seismic fragility assessment with explicit modeling of spatial ground motion variability

(2015) Ufuk Yazgan   ENGINEERING STRUCTURES

Pushover experiment and numerical analyses on CFRP-retrofit concrete shear walls with different aspect ratios

(2014) K. Le Nguyen et al.   COMPOSITE STRUCTURES

URM Walls Strengthened with Fabric-Reinforced Cementitious Matrix Composite Subjected to Diagonal Compression

(2013) Saman Babaeidarabad et al.   JOURNAL OF COMPOSITES FOR CONSTRUCTION

Experimental tests on seismically damaged composite steel concrete walls retrofitted with CFRP composites

(2012) D. Dan   ENGINEERING STRUCTURES

Pseudo-dynamic tests on low-rise shear walls and simplified model based on the structural frequency drift

(2011) M. Brun et al.   ENGINEERING STRUCTURES

Prediction of punching shear strength of two-way slabs

(2011) Ahmed A. Elshafey et al.   ENGINEERING STRUCTURES

Experimental investigation of composite shear walls under shear loadings

(2011) A. Arabzadeh et al.   THIN-WALLED STRUCTURES

Prediction of FRP-confined compressive strength of concrete using artificial neural networks

(2010) H. Naderpour et al.   COMPOSITE STRUCTURES