Ensemble Machine Learning-Based Approach for Predicting of FRP–Concrete Interfacial Bonding

Surface crack detection using deep learning with shallow CNN architecture for enhanced computation

(2021) Bubryur Kim et al.   NEURAL COMPUTING & APPLICATIONS

Parameter Estimation in Multiple Dynamic Synaptic Coupling Model Using Bayesian Point Process State-Space Modeling Framework

(2021) Yalda Amidi et al.   NEURAL COMPUTATION

Pressure pattern recognition in buildings using an unsupervised machine-learning algorithm

(2021) Bubryur Kim et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Investigation of steel frame damage based on computer vision and deep learning

(2021) Bubryur Kim et al.   AUTOMATION IN CONSTRUCTION

Predicting wind flow around buildings using deep learning

(2021) Bubryur Kim et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A Hybrid Speech Enhancement Algorithm for Voice Assistance Application

(2021) Jenifa Gnanamanickam et al.   SENSORS

Explicit neural network model for predicting FRP-concrete interfacial bond strength based on a large database

(2020) Yingwu Zhou et al.   COMPOSITE STRUCTURES

Enhanced pedestrian detection using optimized deep convolution neural network for smart building surveillance

(2020) Bubryur Kim et al.   SOFT COMPUTING

Recent Trends in Prediction of Concrete Elements Behavior Using Soft Computing (2010–2020)

(2020) Masoomeh Mirrashid et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Multi-objective optimization of a structural link for a linked tall building system

(2020) Bubryur Kim et al.   Journal of Building Engineering

An innovative approach for bond strength modeling in FRP strip-to-concrete joints using adaptive neuro–fuzzy inference system

(2019) Hosein Naderpour et al.   ENGINEERING WITH COMPUTERS

Artificial neural network for predicting the flexural bond strength of FRP bars in concrete

(2018) Mehmet Alpaslan Köroğlu   SCIENCE AND ENGINEERING OF COMPOSITE MATERIALS

Static and cyclic response of low-strength recycled aggregate concrete strengthened using fiber-reinforced polymer

(2018) Pengda Li et al.   COMPOSITES PART B-ENGINEERING

Shear strength components of adjustable hybrid bonded CFRP shear-strengthened RC beams

(2018) Yingwu Zhou et al.   COMPOSITES PART B-ENGINEERING

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

A feasibility study of BBP for predicting shear capacity of FRP reinforced concrete beams without stirrups

(2016) Emadaldin Mohammadi Golafshani et al.   ADVANCES IN ENGINEERING SOFTWARE

Improvement of FRP-to-concrete bond performance using bidirectional fiber patch anchors combined with FRP spike anchors

(2016) R. Kalfat et al.   COMPOSITE STRUCTURES

Using data mining algorithms to predict the bond strength of NSM FRP systems in concrete

(2016) Mário R.F. Coelho et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction of debonding strength for masonry elements retrofitted with FRP composites using neuro fuzzy and neural network approaches

(2015) Iman Mansouri et al.   COMPOSITES PART B-ENGINEERING

Prediction of shear strength of FRP-reinforced concrete flexural members without stirrups using artificial neural networks

(2014) S. Lee et al.   ENGINEERING STRUCTURES

Artificial neural network and genetic programming for predicting the bond strength of GFRP bars in concrete

(2014) E. M. Golafshani et al.   MATERIALS AND STRUCTURES

Prediction of shear strength of FRP reinforced concrete beams using fuzzy inference system

(2013) Kourosh Nasrollahzadeh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Quantification of Bond-Slip Relationship for Externally Bonded FRP-to-Concrete Joints

(2013) Yu-Fei Wu et al.   JOURNAL OF COMPOSITES FOR CONSTRUCTION

Deflection of concrete structures reinforced with FRP bars

(2012) Ilker Fatih Kara et al.   COMPOSITES PART B-ENGINEERING

Prediction of bond strength of spliced steel bars in concrete using artificial neural network and fuzzy logic

(2012) Emadaldin Mohammadi Golafshani et al.   CONSTRUCTION AND BUILDING MATERIALS

Application of artificial neural networks to predict the bond strength of FRP-to-concrete joints

(2012) Mohammed A. Mashrei et al.   CONSTRUCTION AND BUILDING MATERIALS

General model for constitutive relationships of concrete and its composite structures

(2011) Ying-Wu Zhou et al.   COMPOSITE STRUCTURES

Bond Efficiency of EBR and NSM FRP Systems for Strengthening Concrete Members

(2011) A. Bilotta et al.   JOURNAL OF COMPOSITES FOR CONSTRUCTION

Experimental study on interfacial behavior of CFRP-bonded concrete

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

Artificial neural network model for steel–concrete bond prediction

(2009) Zohra Dahou et al.   ENGINEERING STRUCTURES

A Three-Parameter Bond Strength Model for FRP—Concrete Interface

(2008) Zhishen Wu et al.   JOURNAL OF REINFORCED PLASTICS AND COMPOSITES