A stacking-CRRL fusion model for predicting the bearing capacity of a steel-reinforced concrete column constrained by carbon fiber-reinforced polymer

Failure experiment on CFRP-strengthened prestressed concrete cylinder pipe with broken wires

(2023) Kejie Zhai et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Recent advances of interphases in carbon fiber-reinforced polymer composites: A review

(2022) Hao Zheng et al.   COMPOSITES PART B-ENGINEERING

Interpretable Machine Learning Algorithms to Predict the Axial Capacity of FRP-Reinforced Concrete Columns

(2022) Celal Cakiroglu et al.   Materials

Two-stage machine learning framework for developing probabilistic strength prediction models of structural components: An application for RHS-CHS T-joint

(2022) Shuling Hu et al.   ENGINEERING STRUCTURES

An interpretable ensemble-learning-based open source model for evaluating the fire resistance of concrete-filled steel tubular columns

(2022) Xin-Yu Zhao et al.   ENGINEERING STRUCTURES

Machine learning-based approaches for predicting the dynamic response of RC slabs under blast loads

(2022) Chunfeng Zhao et al.   ENGINEERING STRUCTURES

Data-driven fault diagnosis for residential variable refrigerant flow system on imbalanced data environments

(2021) Zhenxin Zhou et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

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

Full-scale experiment and numerical simulation of prestressed concrete cylinder pipe with broken wires strengthened by prestressed CFRP

(2021) Kejie Zhai et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Plastic hinge length of rectangular RC columns using ensemble machine learning model

(2021) Tadesse G. Wakjira et al.   ENGINEERING STRUCTURES

Flexural strength prediction for concrete beams reinforced with FRP bars using gene expression programming

(2021) Yasmin Murad et al.   Structures

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

(2020) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Prediction of axial load-carrying capacity of GFRP-reinforced concrete columns through artificial neural networks

(2020) Ali Raza et al.   Structures

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

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

Classification of failure mode and prediction of shear strength for reinforced concrete beam-column joints using machine learning techniques

(2018) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Machine Learning–Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals

(2018) Huan Luo et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Explaining prediction models and individual predictions with feature contributions

(2013) Erik Štrumbelj et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Effect of cross-sectional aspect ratio on the strength of CFRP-confined rectangular concrete columns

(2009) Yu-Fei Wu et al.   ENGINEERING STRUCTURES

Compressive behaviour of CFRP-confined rectangular concrete columns

(2008) Z. Tao et al.   MAGAZINE OF CONCRETE RESEARCH