Effects of variability in experimental database on machine-learning-based prediction of ultimate load of circular concrete-filled steel tubes

A practical ANN model for predicting the PSS of two-way reinforced concrete slabs

(2020) Viet-Linh Tran et al.   ENGINEERING WITH COMPUTERS

Degradation of Axial Ultimate Load-Bearing Capacity of Circular Thin-Walled Concrete-Filled Steel Tubular Stub Columns after Corrosion

(2020) Fengjie Zhang et al.   Materials

Compositional kernel learning using tree-based genetic programming for Gaussian process regression

(2020) Seung-Seop Jin   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Dynamic performance of RAC-filled double-skin tubular columns subjected to cyclic axial compression

(2020) Zhe Xiong et al.   CONSTRUCTION AND BUILDING MATERIALS

Axial compression behavior of recycled-aggregate-concrete-filled GFRP–steel composite tube columns

(2020) Yunchao Tang et al.   ENGINEERING STRUCTURES

Practical artificial neural network tool for predicting the axial compression capacity of circular concrete-filled steel tube columns with ultra-high-strength concrete

(2020) Viet-Linh Tran et al.   THIN-WALLED STRUCTURES

Efficiency of three advanced data-driven models for predicting axial compression capacity of CFDST columns

(2020) Viet-Linh Tran et al.   THIN-WALLED STRUCTURES

Axial compressive behaviour of circular concrete-filled steel tubular stub columns with an inner bamboo culm

(2020) Dan Gan et al.   Structures

Vision-Based Three-Dimensional Reconstruction and Monitoring of Large-Scale Steel Tubular Structures

(2020) Yunchao Tang et al.   Advances in Civil Engineering

Probabilistic modeling of surface effects in nano-reinforced materials

(2020) Tien-Thinh Le   COMPUTATIONAL MATERIALS SCIENCE

Probabilistic investigation of the effect of stochastic imperfect interfaces in nanocomposites

(2020) Tien-Thinh Le   MECHANICS OF MATERIALS

Prediction of Ultimate Load of Rectangular CFST Columns Using Interpretable Machine Learning Method

(2020) Tien-Thinh Le et al.   Advances in Civil Engineering

Optimization design of rectangular concrete-filled steel tube short columns with Balancing Composite Motion Optimization and data-driven model

(2020) Huan Thanh Duong et al.   Structures

Artificial bee colony-based neural network for the prediction of the fundamental period of infilled frame structures

(2019) Panagiotis G. Asteris et al.   NEURAL COMPUTING & APPLICATIONS

Axial Compression Performance of Square Thin Walled Concrete-Filled Steel Tube Stub Columns with Reinforcement Stiffener under Constant High-Temperature

(2019) Xuetao Lyu et al.   Materials

Concrete-filled steel tubular columns: Test database, design and calibration

(2019) Son Thai et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

An additive Gaussian process regression model for interpretable non-parametric analysis of longitudinal data

(2019) Lu Cheng et al.   Nature Communications

Prediction of Ultimate Axial Capacity of Square Concrete-Filled Steel Tubular Short Columns Using a Hybrid Intelligent Algorithm

(2019) Qiubing Ren et al.   Applied Sciences-Basel

Gaussian process regression-based forecasting model of dam deformation

(2019) Chaoning Lin et al.   NEURAL COMPUTING & APPLICATIONS

Uni-axial behaviour of externally confined UHSCFST columns

(2019) M.H. Lai et al.   THIN-WALLED STRUCTURES

Application of ANN in predicting ACC of SCFST column

(2019) Viet-Linh Tran et al.   COMPOSITE STRUCTURES

High-accuracy multi-camera reconstruction enhanced by adaptive point cloud correction algorithm

(2019) Mingyou Chen et al.   OPTICS AND LASERS IN ENGINEERING

Real-time detection of surface deformation and strain in recycled aggregate concrete-filled steel tubular columns via four-ocular vision

(2019) Yunchao Tang et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Morphology characterization of irregular particles using image analysis. Application to solid inorganic fertilizers

(2018) Tien-Thinh Le et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Evaluating unconfined compressive strength of cohesive soils stabilized with geopolymer: a computational intelligence approach

(2018) Hamed Javdanian et al.   ENGINEERING WITH COMPUTERS

Study of seismic behavior of recycled aggregate concrete-filled steel tubular columns

(2018) Yun-Chao Tang et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Experimental study on axially compressed circular CFST columns with improved confinement effect

(2018) Liusheng He et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Axial performance of short concrete filled steel tubes with high- and ultra-high- strength materials

(2017) Ming-Xiang Xiong et al.   ENGINEERING STRUCTURES

Feed-Forward Neural Network Prediction of the Mechanical Properties of Sandcrete Materials

(2017) Panagiotis Asteris et al.   SENSORS

Effect of friction on axially loaded stub circular tubed columns

(2016) Jiepeng Liu et al.   ADVANCES IN STRUCTURAL ENGINEERING

Stochastic continuum modeling of random interphases from atomistic simulations. Application to a polymer nanocomposite

(2016) T.T. Le et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Experimental behavior and design method of rectangular concrete-filled tubular columns using Q460 high-strength steel

(2016) Yansheng Du et al.   CONSTRUCTION AND BUILDING MATERIALS

Application of JAYA algorithm for the optimization of machining performance characteristics during the turning of CFRP (epoxy) composites: comparison with TLBO, GA, and ICA

(2016) Kumar Abhishek et al.   ENGINEERING WITH COMPUTERS

Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction

(2016) Maciej Zięba et al.   EXPERT SYSTEMS WITH APPLICATIONS

ANN Model for Predicting the Compressive Strength of Circular Steel-Confined Concrete

(2016) M. Ahmadi et al.   International Journal of Civil Engineering

Ultimate capacity prediction of axially loaded CFST short columns

(2016) Esra Mete Güneyisi et al.   International Journal of Steel Structures

Generation of stochastic weather data for uncertainty and sensitivity analysis of a low-energy building

(2016) Jeanne Goffart et al.   Journal of Building Physics

Stability Analysis and Design of Composite Structures

(2016) Mark D. Denavit et al.   JOURNAL OF STRUCTURAL ENGINEERING

A novel hybrid artificial intelligent approach based on neural fuzzy inference model and particle swarm optimization for horizontal displacement modeling of hydropower dam

(2016) Kien-Trinh Thi Bui et al.   NEURAL COMPUTING & APPLICATIONS

Stability Analysis and Design of Composite Structures

(2016) Mark D. Denavit et al.   JOURNAL OF STRUCTURAL ENGINEERING

Effect of continuous spirals on uni-axial strength and ductility of CFST columns

(2015) M.H. Lai et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Axial strengthening of thin-walled concrete-filled-steel-tube columns by circular steel jackets

(2015) M.H. Lai et al.   THIN-WALLED STRUCTURES

Confinement effect of ring-confined concrete-filled-steel-tube columns under uni-axial load

(2014) M.H. Lai et al.   ENGINEERING STRUCTURES

Developments and advanced applications of concrete-filled steel tubular (CFST) structures: Members

(2014) Lin-Hai Han et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Prediction of axial load capacity of stub circular concrete-filled steel tube using fuzzy logic

(2014) Jiho Moon et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Experimental study on concrete filled elliptical/oval steel tubular stub columns under compression

(2014) Kojiro Uenaka   THIN-WALLED STRUCTURES

Experimental and theoretical studies of confined HSCFST columns under uni-axial compression

(2014) M.H. Lai et al.   Earthquakes and Structures

Stochastic framework for modeling the linear apparent behavior of complex materials: Application to random porous materials with interphases

(2013) J. Guilleminot et al.   ACTA MECHANICA SINICA

Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns

(2013) Joaquim Tinoco et al.   COMPUTERS AND GEOTECHNICS

Machine learning of molecular electronic properties in chemical compound space

(2013) Grégoire Montavon et al.   NEW JOURNAL OF PHYSICS

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

(2012) Biswajeet Pradhan   COMPUTERS & GEOSCIENCES

A comparison of methods to avoid overfitting in neural networks training in the case of catchment runoff modelling

(2012) Adam P. Piotrowski et al.   JOURNAL OF HYDROLOGY

Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models

(2012) Dieu Tien Bui et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Classifier variability: Accounting for training and testing

(2012) Weijie Chen et al.   PATTERN RECOGNITION

Compressive strength of circular concrete filled steel tube columns

(2012) M. Dundu   THIN-WALLED STRUCTURES

Using fuzzy inference system for architectural space analysis

(2009) Burcin Cem Arabacioglu   APPLIED SOFT COMPUTING

Least-square support vector machine applied to settlement of shallow foundations on cohesionless soils

(2008) Pijush Samui et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY