Durability evaluation of GFRP rebars in harsh alkaline environment using optimized tree-based random forest model

Predictive modeling of swell-strength of expansive soils using artificial intelligence approaches: ANN, ANFIS and GEP

(2021) Fazal E. Jalal et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Evaluation of tensile strength degradation of GFRP rebars in harsh alkaline conditions using non-linear genetic-based models

(2021) Mudassir Iqbal et al.   MATERIALS AND STRUCTURES

Computational AI prediction models for residual tensile strength of GFRP bars aged in the alkaline concrete environment

(2021) Mudassir Iqbal et al.   OCEAN ENGINEERING

Predicting the compaction characteristics of expansive soils using two genetic programming-based algorithms

(2021) Fazal E. Jalal et al.   Transportation Geotechnics

Modelling damage evolution of carbon fiber-reinforced epoxy polymer composites in seawater sea sand concrete environment

(2021) Qi Zhao et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Comparative durability of GFRP composite reinforcing bars in concrete and in simulated concrete environments

(2020) Allan Manalo et al.   CEMENT & CONCRETE COMPOSITES

Estimation of the dynamic modulus of asphalt concretes using random forests algorithm

(2020) Dana Daneshvar et al.   International Journal of Pavement Engineering

Prediction model for compressive arch action capacity of RC frame structures under column removal scenario using gene expression programming

(2020) Iftikhar Azim et al.   Structures

A review on durability of fiber reinforced polymer (FRP) bars reinforced seawater sea sand concrete

(2020) Azzam Ahmed et al.   CONSTRUCTION AND BUILDING MATERIALS

Using artificial neural network and genetics algorithm to estimate the resilient modulus for stabilized subgrade and propose new empirical formula

(2020) Shadi Hanandeh et al.   Transportation Geotechnics

An evolutionary-based predictive soft computing model for the prediction of electricity consumption using multi expression programming

(2020) Alireza Fallahpour et al.   JOURNAL OF CLEANER PRODUCTION

Data learning and expert judgment in a Bayesian belief network for aiding human reliability assessment in offshore decommissioning risk assessment

(2020) Mei Ling Fam et al.   Journal of Ocean Engineering and Science

Developing GEP tree-based, neuro-swarm, and whale optimization models for evaluation of bearing capacity of concrete-filled steel tube columns

(2019) Payam Sarir et al.   ENGINEERING WITH COMPUTERS

Improvement of ANFIS Model for Prediction of Compressive Strength of Manufactured Sand Concrete

(2019) Ly et al.   Applied Sciences-Basel

Machine learning on density and elastic property of oxide glasses driven by large dataset

(2019) Binghui Deng   JOURNAL OF NON-CRYSTALLINE SOLIDS

Effect of the extreme conditions on the tensile impact strength of GFRP composites

(2018) P.N.B. Reis et al.   COMPOSITE STRUCTURES

Effect of the environment on the performance of GFRP reinforcing bars

(2018) T. D'Antino et al.   COMPOSITES PART B-ENGINEERING

Study on bond performance between FRP bars and seawater coral aggregate concrete

(2018) Shutong Yang et al.   CONSTRUCTION AND BUILDING MATERIALS

Durability and degradation mechanisms of GFRP reinforcement subjected to severe environments and sustained stress

(2018) Hamed Fergani et al.   CONSTRUCTION AND BUILDING MATERIALS

Bond properties between FRP bars and coral concrete under seawater conditions at 30, 60, and 80 °C

(2018) Lei Wang et al.   CONSTRUCTION AND BUILDING MATERIALS

Statistical analysis and theoretical predictions of the tensile-strength retention of glass fiber-reinforced polymer bars based on resin type

(2018) Ahmed H Ali et al.   JOURNAL OF COMPOSITE MATERIALS

Challenges and opportunities in corrosion of steel in concrete

(2018) Ueli M. Angst   MATERIALS AND STRUCTURES

Experimental study on the durability of FRP bars reinforced concrete beams in simulated ocean environment

(2018) Zhiqiang Dong et al.   SCIENCE AND ENGINEERING OF COMPOSITE MATERIALS

Combined GA-ANN approach for prediction of HAZ and bearing strength in laser drilling of GFRP composite

(2018) Ali Solati et al.   OPTICS AND LASER TECHNOLOGY

Roadheader performance prediction using genetic programming (GP) and gene expression programming (GEP) techniques

(2017) Roohollah Shirani Faradonbeh et al.   Environmental Earth Sciences

New strategy for anchorage reliability assessment of GFRP bars to concrete using hybrid artificial neural network with genetic algorithm

(2016) Fei Yan et al.   COMPOSITES PART B-ENGINEERING

Characterization and Comparative Durability Study of Glass/Vinylester, Basalt/Vinylester, and Basalt/Epoxy FRP Bars

(2015) Brahim Benmokrane et al.   JOURNAL OF COMPOSITES FOR CONSTRUCTION

Long term durability of pultruded polymer composite rebar in concrete environment

(2014) Moyeenuddin Ahmad Sawpan et al.   MATERIALS & DESIGN

Predictive modeling of groundwater nitrate pollution using Random Forest and multisource variables related to intrinsic and specific vulnerability: A case study in an agricultural setting (Southern Spain)

(2014) Victor Rodriguez-Galiano et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Effect of harsh environmental conditions on the tensile properties of GFRP bars

(2012) Yousef A. Al-Salloum et al.   COMPOSITES PART B-ENGINEERING

Combined effects of saline solution and moist concrete on long-term durability of GFRP reinforcing bars

(2012) Mathieu Robert et al.   CONSTRUCTION AND BUILDING MATERIALS

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

Physical, Mechanical, and Durability Characterization of Preloaded GFRP Reinforcing Bars

(2010) Mathieu Robert et al.   JOURNAL OF COMPOSITES FOR CONSTRUCTION

Environmental Reduction Factors for GFRP Bars Used as Concrete Reinforcement: New Scientific Approach

(2010) Jianwei Huang et al.   JOURNAL OF COMPOSITES FOR CONSTRUCTION

Durability of GFRP Rebars in Simulated Concrete Solutions under Accelerated Aging Conditions

(2010) A. S. M. Kamal et al.   JOURNAL OF COMPOSITES FOR CONSTRUCTION

Durability of GFRP Reinforcing Bars Embedded in Moist Concrete

(2009) Mathieu Robert et al.   JOURNAL OF COMPOSITES FOR CONSTRUCTION

Short-term durability test for GFRP rods under various environmental conditions

(2007) Hyeong-Yeol Kim et al.   COMPOSITE STRUCTURES

The effect of exposure to alkaline solution and water on the strength–porosity relationship of GFRP rebar

(2007) Jong-Pil Won et al.   COMPOSITES PART B-ENGINEERING