Development of data-driven prediction model for CFRP-steel bond strength by implementing ensemble learning algorithms

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

Experimental study of bending interface characteristics of CFRP-strengthened long-span steel main beams at different temperatures

(2021) Rumin Teng et al.   ENGINEERING STRUCTURES

Bond strength prediction of concrete-encased steel structures using hybrid machine learning method

(2021) Xianlin Wang et al.   Structures

Ensemble learning based approach for FRP-concrete bond strength prediction

(2021) Shi-Zhi Chen et al.   CONSTRUCTION AND BUILDING MATERIALS

Probabilistic Model Based on Bayesian Model Averaging for Predicting the Plastic Hinge Lengths of Reinforced Concrete Columns

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

Experimental study on the carbon-fiber-reinforced polymer–steel interfaces based on carbon-fiber-reinforced polymer delamination failures and hybrid failures

(2020) Yu-Yang Pang et al.   ADVANCES IN STRUCTURAL ENGINEERING

Modelling and interpreting pre-evacuation decision-making using machine learning

(2020) Xilei Zhao et al.   AUTOMATION IN CONSTRUCTION

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

Multi-Cross-Reference Method for Highway-Bridge Damage Identification Based on Long-Gauge Fiber Bragg-Grating Sensors

(2020) Shi-Zhi Chen et al.   Journal of Bridge Engineering

Bond-slip model of the CFRP-steel interface with the CFRP delamination failure

(2020) Yuyang Pang et al.   COMPOSITE STRUCTURES

Selected machine learning approaches for predicting the interfacial bond strength between FRPs and concrete

(2020) Miao Su et al.   CONSTRUCTION AND BUILDING MATERIALS

Data-Driven Approach to Predict the Plastic Hinge Length of Reinforced Concrete Columns and Its Application

(2020) De-Cheng Feng et al.   JOURNAL OF STRUCTURAL ENGINEERING

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

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

The bond behaviour of CFRP-to-steel bonded joints with varying bond properties at elevated temperatures

(2019) Hao Zhou et al.   ENGINEERING STRUCTURES

Damage detection of highway bridges based on long-gauge strain response under stochastic traffic flow

(2019) Shi-Zhi Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Experimental study on the bond behavior of CFRP-steel interfaces under quasi-static cyclic loading

(2019) Yuyang Pang et al.   THIN-WALLED STRUCTURES

Machine learning-based compressive strength prediction for concrete: An adaptive boosting approach

(2019) De-Cheng Feng et al.   CONSTRUCTION AND BUILDING MATERIALS

Debonding of CFRP-to-steel joints with CFRP delamination

(2016) Jun He et al.   COMPOSITE STRUCTURES

Determination of the bond–slip behavior of CFRP-to-steel bonded interfaces using digital image correlation

(2016) Hai-Tao Wang et al.   JOURNAL OF REINFORCED PLASTICS AND COMPOSITES

On the elasto-plastic behavior of continuous steel beams reinforced by bonded CFRP lamina

(2013) Massimiliano Bocciarelli et al.   ENGINEERING STRUCTURES

Behavior of CFRP Laminates Bonded to a Steel Substrate Using a Ductile Adhesive

(2013) D. Fernando et al.   JOURNAL OF COMPOSITES FOR CONSTRUCTION

Experimental study on CFRP-to-steel bonded interfaces

(2012) T. Yu et al.   COMPOSITES PART B-ENGINEERING

Strengthening of steel structures with fiber-reinforced polymer composites

(2012) J.G. Teng et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

A new bond-slip model for adhesive in CFRP–steel composite systems

(2011) E. Dehghani et al.   ENGINEERING STRUCTURES

Derivation of the bond–slip characteristics for FRP plated steel members

(2010) Ibrisam Akbar et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Bond–slip models for double strap joints strengthened by CFRP

(2009) Sabrina Fawzia et al.   COMPOSITE STRUCTURES