Compressive strength prediction of basalt fiber reinforced concrete via random forest algorithm

Estimation of the FRP-concrete bond strength with code formulations and machine learning algorithms

(2021) Bogachan Basaran et al.   COMPOSITE STRUCTURES

Compressive strength prediction models of lightweight aggregate concretes using ultrasonic pulse velocity

(2021) Yifan Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

Data-driven model for ternary-blend concrete compressive strength prediction using machine learning approach

(2021) Babatunde Abiodun Salami et al.   CONSTRUCTION AND BUILDING MATERIALS

Machine learning model for predicting the crack detection and pattern recognition of geopolymer concrete beams

(2021) N Aravind et al.   CONSTRUCTION AND BUILDING MATERIALS

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

(2021) Mudassir Iqbal et al.   OCEAN ENGINEERING

Experimental Study on Basic Mechanical Properties of Basalt Fiber Reinforced Concrete

(2020) Hao Zhou et al.   Materials

Study on mechanical properties of alkali-resistant basalt fiber reinforced concrete

(2020) Min Li et al.   CONSTRUCTION AND BUILDING MATERIALS

Vibration-Based Seismic Damage States Evaluation for Regional Concrete Beam Bridges Using Random Forest Method

(2020) Xiaoming Lei et al.   Sustainability

A Comparative Study of Random Forest and Genetic Engineering Programming for the Prediction of Compressive Strength of High Strength Concrete (HSC)

(2020) Furqan Farooq et al.   Applied Sciences-Basel

Prediction of chloride diffusivity in concrete using artificial neural network: Modelling and performance evaluation

(2020) Qing-feng Liu et al.   CONSTRUCTION AND BUILDING MATERIALS

Mechanical properties tests and multiscale numerical simulations for basalt fiber reinforced concrete

(2019) Xinjian Sun et al.   CONSTRUCTION AND BUILDING MATERIALS

Modelling uniaxial compressive strength of lightweight self-compacting concrete using random forest regression

(2019) Junfei Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

A generalized method to predict the compressive strength of high-performance concrete by improved random forest algorithm

(2019) Qinghua Han et al.   CONSTRUCTION AND BUILDING MATERIALS

The Effects of Fiber Length and Volume on Material Properties and Crack Resistance of Basalt Fiber Reinforced Concrete (BFRC)

(2019) Xinzhong Wang et al.   Advances in Materials Science and Engineering

Study on bending damage and failure of basalt fiber reinforced concrete under freeze-thaw cycles

(2018) Yan-Ru Zhao et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of silica fume and basalt fiber on the mechanical properties and microstructure of magnesium phosphate cement (MPC) mortar

(2018) Muhammad Riaz Ahmad et al.   CONSTRUCTION AND BUILDING MATERIALS

Nondestructive Inspection of Reinforced Concrete Utility Poles with ISOMAP and Random Forest

(2018) Saeed Ullah et al.   SENSORS

Mechanical properties of high performance concrete reinforced with basalt fiber and polypropylene fiber

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

Random forest for ordinal responses: Prediction and variable selection

(2016) Silke Janitza et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Mechanical and microstructural features of autoclaved aerated concrete reinforced with autoclaved polypropylene, carbon, basalt and glass fiber

(2015) Zühtü Onur Pehlivanlı et al.   CONSTRUCTION AND BUILDING MATERIALS

Mechanical properties and fracture behavior of basalt and glass fiber reinforced concrete: An experimental study

(2015) Ahmet B. Kizilkanat et al.   CONSTRUCTION AND BUILDING MATERIALS

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Experimental Study on Unconfined Compressive Strength of Basalt Fiber Reinforced Clay Soil

(2015) Lei Gao et al.   Advances in Materials Science and Engineering

Experimental study on the mechanical properties and microstructure of chopped basalt fibre reinforced concrete

(2014) Chaohua Jiang et al.   MATERIALS & DESIGN

Random forests for genomic data analysis

(2012) Xi Chen et al.   GENOMICS