Hybrid random aggregation model and Bayesian optimization‐based convolutional neural network for estimating the concrete compressive strength

Stochastic lattice discrete particle modeling of fracture in pervious concrete

(2022) Alessandro Fascetti et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Multicategory damage detection and safety assessment of post‐earthquake reinforced concrete structures using deep learning

(2022) Dujian Zou et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Detecting cracks in concrete structures with the baseline model of the visual characteristics of images

(2022) Yang Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Concrete slump prediction modeling with a fine-tuned convolutional neural network: hybridizing sea lion and dragonfly algorithms

(2021) Kumar Shaswat   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Stability prediction for asphalt mixture based on evolutional characterization of aggregate skeleton

(2021) Can Jin et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Detection of Trees on Street-View Images Using a Convolutional Neural Network

(2021) Danilo Samuel Jodas et al.   International Journal of Neural Systems

Characterizing asphalt mixtures with random aggregate gradations based on the three‐dimensional locally homogeneous model

(2021) Cong Du et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Applicability of machine learning to a crack model in concrete bridges

(2020) Yuriko Okazaki et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Effect of Aggregate Size on Strength Characteristics of High Strength Lightweight Concrete

(2020) Hui Wei et al.   Materials

Compressive strength prediction of high-performance concrete using gradient tree boosting machine

(2020) Mosbeh R. Kaloop et al.   CONSTRUCTION AND BUILDING MATERIALS

Real-time facial expression recognition using smoothed deep neural network ensemble

(2020) Nadir Kamel Benamara et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Automatic pixel-level multiple damage detection of concrete structure using fully convolutional network

(2019) Shengyuan Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Vibration‐based structural state identification by a 1‐dimensional convolutional neural network

(2019) Youqi Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Convolutional neural network-based wind-induced response estimation model for tall buildings

(2019) Byung Kwan Oh et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Structural assessment of radiation damage in light water power reactor concrete biological shield walls

(2019) P.M. Bruck et al.   NUCLEAR ENGINEERING AND DESIGN

DEM analysis on the role of aggregates on concrete strength

(2019) P. Wang et al.   COMPUTERS AND GEOTECHNICS

Predicting compressive strength of lightweight foamed concrete using extreme learning machine model

(2018) Zaher Mundher Yaseen et al.   ADVANCES IN ENGINEERING SOFTWARE

Compressive strength prediction of recycled concrete based on deep learning

(2018) Fangming Deng et al.   CONSTRUCTION AND BUILDING MATERIALS

Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes

(2018) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Effect of Air Entrainment on the Mechanical Properties, Chloride Migration, and Microstructure of Ordinary Concrete and Fly Ash Concrete

(2018) Peng Zhang et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Deep neural network with high-order neuron for the prediction of foamed concrete strength

(2018) Tuan Nguyen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Effect of sand content on strength and pore structure of cement mortar

(2017) Jingwu Bu et al.   JOURNAL OF WUHAN UNIVERSITY OF TECHNOLOGY-MATERIALS SCIENCE EDITION

NEEWS: A novel earthquake early warning model using neural dynamic classification and neural dynamic optimization

(2017) Mohammad Hossein Rafiei et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Neural Network, Machine Learning, and Evolutionary Approaches for Concrete Material Characterization

(2016) Mohammad H. Rafiei et al.   ACI MATERIALS JOURNAL

Evaluation of the effect of aggregate on concrete permeability using grey correlation analysis and ANN

(2016) Lijuan Kong et al.   Computers and Concrete

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

Prediction of Compressive Strength of Concrete Using Artificial Neural Network and Genetic Programming

(2016) Palika Chopra et al.   Advances in Materials Science and Engineering

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Assessment of concrete compressive strength prediction models

(2015) Fayez Moutassem et al.   KSCE Journal of Civil Engineering

A novel strategy for forensic age prediction by DNA methylation and support vector regression model

(2015) Cheng Xu et al.   Scientific Reports

Numerical and statistical analysis of elastic modulus of concrete as a three-phase heterogeneous composite

(2014) Chunsheng Zhou et al.   COMPUTERS & STRUCTURES

A Statistical Approach to Optimizing Concrete Mixture Design

(2014) Shamsad Ahmad et al.   TheScientificWorldJOURNAL

Two-level and hybrid ensembles of decision trees for high performance concrete compressive strength prediction

(2013) Halil Ibrahim Erdal   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

(2013) Kalyanmoy Deb et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Compressive strength model for concrete

(2013) Samir E. Chidiac et al.   MAGAZINE OF CONCRETE RESEARCH

A Study on Effect of Coarse Aggregate Type on Concrete Performance

(2012) Shamsad Ahmad et al.   ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING

Numerical investigation of effect of particle shape and particle size distribution on fresh cement paste microstructure via random sequential packing of dodecahedral cement particles

(2012) W.X. Xu et al.   COMPUTERS & STRUCTURES

Anisotropic constitutive model of plasticity capable of accounting for details of meso-structure of two-phase composite material

(2011) N. Benkemoun et al.   COMPUTERS & STRUCTURES

Contribution to the Concrete Strength versus Water-Cement Ratio Relationship

(2008) Sandor Popovics et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING