Prediction of Concrete Fragments Amount and Travel Distance under Impact Loading Using Deep Neural Network and Gradient Boosting Method

Comparison of Random Forest and Gradient Boosting Machine Models for Predicting Demolition Waste Based on Small Datasets and Categorical Variables

(2021) Gi-Wook Cha et al.   International Journal of Environmental Research and Public Health

Prediction of thermo-mechanical properties of rubber-modified recycled aggregate concrete

(2021) Wanhui Feng et al.   CONSTRUCTION AND BUILDING MATERIALS

The amount prediction of concrete fragments after impact using smoothed particle hydrodynamics

(2021) Kyeongjin Kim et al.   ENGINEERING FAILURE ANALYSIS

Machine Learning Application to Eco-Friendly Concrete Design for Decarbonisation

(2021) Abigail Lavercombe et al.   Sustainability

An Ensemble of Random Forest Gradient Boosting Machine and Deep Learning Methods for Stock Price Prediction

(2021) Ravinder Kumar et al.   Journal of Information Technology Research

Evaluation of concrete barriers with novel shock absorbers subjected to impact loading

(2019) WooSeok Kim et al.   Archives of Civil and Mechanical Engineering

High-performance fiber reinforced concrete as a repairing material to normal concrete structures: Experiments, numerical simulations and a machine learning-based prediction model

(2019) Pengcheng Jiao et al.   CONSTRUCTION AND BUILDING MATERIALS

Experimental and Numerical Investigation of Deformable Concrete Median Barrier

(2019) Jaeha Lee et al.   Materials

Design Approach for Improving Current Concrete Median Barriers on Highways in South Korea

(2018) WooSeok Kim et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Comparison of Machine Learning Techniques for the Prediction of Compressive Strength of Concrete

(2018) Palika Chopra et al.   Advances in Civil Engineering

An Integrated Machine Learning Algorithm for Separating the Long-Term Deflection Data of Prestressed Concrete Bridges

(2018) Xijun Ye et al.   SENSORS

Numerical Simulation on Concrete Median Barrier for Reducing Concrete Fragment Under Harsh Impact Loading of a 25-ton Truck

(2017) Jaeha Lee et al.   JOURNAL OF ENGINEERING MATERIALS AND TECHNOLOGY-TRANSACTIONS OF THE ASME

Comparison between Random Forests, Artificial Neural Networks and Gradient Boosted Machines Methods of On-Line Vis-NIR Spectroscopy Measurements of Soil Total Nitrogen and Total Carbon

(2017) Said Nawar et al.   SENSORS

Non-linear dynamic analysis of reinforced concrete bridge columns under vehicle impact loadings

(2016) Jaeha Lee et al.   Journal of Vibroengineering

Effects of reinforcement ratio and arrangement on the structural behavior of a nuclear building under aircraft impact

(2014) Duc-Kien Thai et al.   NUCLEAR ENGINEERING AND DESIGN

Smoothed Particle Hydrodynamics (SPH): an Overview and Recent Developments

(2010) M. B. Liu et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING