Ensemble learning based approach for FRP-concrete bond strength prediction

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

Data-driven ultimate conditions prediction and stress-strain model for FRP-confined concrete

(2020) Kejie Jiang et al.   COMPOSITE 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

A New and Robust Hybrid Artificial Bee Colony Algorithm – ANN Model for FRP-Concrete Bond Strength Evaluation

(2020) Hashem Jahangir 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

A generic non-linear bond-slip model for CFRP composites bonded to concrete substrate using EBR and EBROG techniques

(2019) Mohsen Heydari Mofrad et al.   COMPOSITE STRUCTURES

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

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

Random Forest based hourly building energy prediction

(2018) Zeyu Wang et al.   ENERGY AND BUILDINGS

Effect of aggregate size on bond behaviour between basalt fibre reinforced polymer sheets and concrete

(2018) Cheng Yuan et al.   COMPOSITES PART B-ENGINEERING

Effects of coarse aggregate volume on CFRP-concrete bond strength and behavior

(2018) Davood Mostofinejad et al.   CONSTRUCTION AND BUILDING MATERIALS

Mechanism of surface preparation on FRP-Concrete bond performance: A quantitative study

(2018) Cheng Chen et al.   COMPOSITES PART B-ENGINEERING

Predicting Bond Strength between FRP Plates and Concrete Sub-strate: Applications of GMDH and MNLR Approaches

(2017) Seyed Mahmood Hamze-Ziabari et al.   Journal of Advanced Concrete Technology

Identifying the influential features on the regional energy use intensity of residential buildings based on Random Forests

(2016) Jun Ma et al.   APPLIED ENERGY

Analytical model based on artificial neural network for masonry shear walls strengthened with FRM systems

(2016) A. Cascardi et al.   COMPOSITES PART B-ENGINEERING

Coupling effect of concrete strength and bonding length on bond behaviors of fiber reinforced polymer–concrete interface

(2015) Weiwen Li et al.   JOURNAL OF REINFORCED PLASTICS AND COMPOSITES

Investigation of sub-critical fatigue crack growth in FRP/concrete cohesive interface using digital image analysis

(2013) Christian Carloni et al.   COMPOSITES PART B-ENGINEERING

Effective bond length of FRP-to-concrete adhesively-bonded joints: Experimental evaluation of existing models

(2013) Ardalan Hosseini et al.   INTERNATIONAL JOURNAL OF ADHESION AND ADHESIVES

Experimental determination of FRP–concrete cohesive interface properties under fatigue loading

(2011) Christian Carloni et al.   COMPOSITE STRUCTURES

A review of the present and future utilisation of FRP composites in the civil infrastructure with reference to their important in-service properties

(2010) L.C. Hollaway   CONSTRUCTION AND BUILDING MATERIALS

Experimental study on interfacial behavior of CFRP-bonded concrete

(2010) Sang-Kyun Woo et al.   KSCE Journal of Civil Engineering

On shear bond strength of FRP-concrete structures

(2009) Yefei Wu et al.   ENGINEERING STRUCTURES