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

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

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

Enhancing the strength of pre-made foams for foam concrete applications

(2018) Ailar Hajimohammadi et al.   CEMENT & CONCRETE COMPOSITES

Computational design optimization of concrete mixtures: A review

(2018) M.A. DeRousseau et al.   CEMENT AND CONCRETE RESEARCH

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Learning for Accelerated Seismic Reliability Analysis of Transportation Networks

(2018) Mohammad Amin Nabian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Fast Detection Method via Region-Based Fully Convolutional Neural Networks for Shield Tunnel Lining Defects

(2018) Yadong Xue et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Multi-objective optimization of influential factors on production process of foamed concrete using Box-Behnken approach

(2018) Shervin Asadzadeh et al.   CONSTRUCTION AND BUILDING MATERIALS

A modified firefly algorithm-artificial neural network expert system for predicting compressive and tensile strength of high-performance concrete

(2018) Dac-Khuong Bui et al.   CONSTRUCTION AND BUILDING MATERIALS

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Deep Neural Architectures for Mapping Scalp to Intracranial EEG

(2018) Andreas Antoniades et al.   International Journal of Neural Systems

3D meso-scale modelling of foamed concrete based on X-ray Computed Tomography

(2018) Tuan Nguyen et al.   CONSTRUCTION AND BUILDING MATERIALS

Image recognition with deep neural networks in presence of noise – Dealing with and taking advantage of distortions

(2017) Michał Koziarski et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

A new type of neurons for machine learning

(2017) Fenglei Fan et al.   International Journal for Numerical Methods in Biomedical Engineering

A novel machine learning-based algorithm to detect damage in high-rise building structures

(2017) Mohammad Hossein Rafiei et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Experimental and numerical investigation of influence of air-voids on the compressive behaviour of foamed concrete

(2017) Thang T. Nguyen et al.   MATERIALS & DESIGN

Pore characteristics in one-part mix geopolymers foamed by H 2 O 2 : The impact of mix design

(2017) Ailar Hajimohammadi et al.   MATERIALS & DESIGN

Regulating the chemical foaming reaction to control the porosity of geopolymer foams

(2017) Ailar Hajimohammadi et al.   MATERIALS & DESIGN

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

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

An Approach to Dynamical Classification of Daily Traffic Patterns

(2016) Ricardo García-Ródenas et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Nature-Inspired Metaheuristic Regression System: Programming and Implementation for Civil Engineering Applications

(2016) Jui-Sheng Chou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

New Formulation of Compressive Strength of Preformed-Foam Cellular Concrete: An Evolutionary Approach

(2016) Behnam Kiani et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Stochastic Tension-Stiffening Approach for the Solution of Serviceability Problems in Reinforced Concrete: Constitutive Modeling

(2015) Viktor Gribniak et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Stochastic Tension-Stiffening Approach for the Solution of Serviceability Problems in Reinforced Concrete: Exploration of Predictive Capacity

(2015) Viktor Gribniak et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Smart Artificial Firefly Colony Algorithm-Based Support Vector Regression for Enhanced Forecasting in Civil Engineering

(2015) Jui-Sheng Chou et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Self-constructing wavelet neural network algorithm for nonlinear control of large structures

(2015) Nengmou Wang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Machine learning in concrete strength simulations: Multi-nation data analytics

(2014) Jui-Sheng Chou et al.   CONSTRUCTION AND BUILDING MATERIALS

An empirical model for shear capacity of RC deep beams using genetic-simulated annealing

(2013) A.H. Gandomi et al.   Archives of Civil and Mechanical Engineering

Freeway Travel Time Prediction Using Takagi-Sugeno-Kang Fuzzy Neural Network

(2013) Yunlong Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Modeling compressive strength of EPS lightweight concrete using regression, neural network and ANFIS

(2013) A. Sadrmomtazi et al.   CONSTRUCTION AND BUILDING MATERIALS

Enhanced artificial intelligence for ensemble approach to predicting high performance concrete compressive strength

(2013) Jui-Sheng Chou et al.   CONSTRUCTION AND BUILDING MATERIALS

A new predictive model for compressive strength of HPC using gene expression programming

(2011) Seyyed Mohammad Mousavi et al.   ADVANCES IN ENGINEERING SOFTWARE

A new prediction model for the load capacity of castellated steel beams

(2011) Amir Hossein Gandomi et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

A classification of studies on properties of foam concrete

(2009) K. Ramamurthy et al.   CEMENT & CONCRETE COMPOSITES

Recurrent Neural Network for Approximate Earthquake Time and Location Prediction Using Multiple Seismicity Indicators

(2009) Ashif Panakkat et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A probabilistic neural network for earthquake magnitude prediction

(2009) Hojjat Adeli et al.   NEURAL NETWORKS

Prediction of compressive strength of concretes containing metakaolin and silica fume by artificial neural networks

(2008) Mustafa Sarıdemir   ADVANCES IN ENGINEERING SOFTWARE