A hybrid machine learning approach in prediction and uncertainty quantification of ultimate compressive strength of RCFST columns

Analyzing the compressive strength of green fly ash based geopolymer concrete using experiment and machine learning approaches

(2020) Khoa Tan Nguyen et al.   CONSTRUCTION AND BUILDING MATERIALS

Hybrid BART-based models optimized by nature-inspired metaheuristics to predict ultimate axial capacity of CCFST columns

(2020) Nguyen-Vu Luat et al.   ENGINEERING WITH COMPUTERS

Ultimate strength prediction of corroded plates with center-longitudinal crack using FEM and ANN

(2020) Farzaneh Ahmadi et al.   OCEAN ENGINEERING

Experimental and numerical study on the compressive behavior of micro-expansive ultra-high-performance concrete-filled steel tube columns

(2020) Wei Huang et al.   CONSTRUCTION AND BUILDING MATERIALS

Analyzing acoustic emission data to identify cracking modes in cement paste using an artificial neural network

(2020) V. Soltangharaei et al.   CONSTRUCTION AND BUILDING MATERIALS

Carbonation model for fly ash concrete based on artificial neural network: Development and parametric analysis

(2020) Emerson F. Felix et al.   CONSTRUCTION AND BUILDING MATERIALS

Machine learning-based prediction of CFST columns using gradient tree boosting algorithm

(2020) Quang-Viet Vu et al.   COMPOSITE STRUCTURES

Reliability considerations of modern design codes for CFST columns

(2020) Huu-Tai Thai et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Non-probabilistic uncertainty quantification and response analysis of structures with a bounded field model

(2019) Yangjun Luo et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

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

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

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

A mixed GA-PSO-based approach for performance-based design optimization of 2D reinforced concrete special moment-resisting frames

(2019) A. Razmara Shooli et al.   APPLIED SOFT COMPUTING

Behaviours of stub steel tubular columns subjected to axial compression at low temperatures

(2019) Jia-Bao Yan et al.   CONSTRUCTION AND BUILDING MATERIALS

Axial compression behavior of hybrid fiber reinforced concrete filled steel tube stub column

(2018) Yiyan Lu et al.   CONSTRUCTION AND BUILDING MATERIALS

Axial behaviour of circular steel tubed concrete stub columns confined by CFRP materials

(2018) Jie-Peng Liu et al.   CONSTRUCTION AND BUILDING MATERIALS

Shear strength prediction of steel fiber reinforced concrete beam using hybrid intelligence models: A new approach

(2018) Zaher Mundher Yaseen et al.   ENGINEERING STRUCTURES

Strength, stiffness and ductility of concrete-filled steel columns under axial compression

(2017) Zhi-Bin Wang et al.   ENGINEERING STRUCTURES

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

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

Uncertainty propagation in vibrational characteristics of functionally graded carbon nanotube-reinforced composite shell panels

(2017) S. Pouresmaeeli et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

Ultimate capacity prediction of axially loaded CFST short columns

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

Concrete-filled bimetallic tubes under axial compression: Experimental investigation

(2016) Yong Ye et al.   THIN-WALLED STRUCTURES

Experimental behaviour of circular concrete filled steel tube columns and design specifications

(2016) Talha Ekmekyapar et al.   THIN-WALLED STRUCTURES

A hybrid CBO–PSO algorithm for optimal design of truss structures with dynamic constraints

(2015) A. Kaveh et al.   APPLIED SOFT COMPUTING

Behavior of steel fiber reinforced concrete-filled steel tube columns under axial compression

(2015) Yiyan Lu et al.   CONSTRUCTION AND BUILDING MATERIALS

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

Why are Normal Distributions Normal?

(2013) A. Lyon   BRITISH JOURNAL FOR THE PHILOSOPHY OF SCIENCE

Using artificial neural networks for predicting the elastic modulus of recycled aggregate concrete

(2013) Z.H. Duan et al.   CONSTRUCTION AND BUILDING MATERIALS

Strength enhancement modeling of concrete cylinders confined with CFRP composites using artificial neural networks

(2012) Mostafa Jalal et al.   COMPOSITES PART B-ENGINEERING

Prediction of the ultimate strength of reinforced concrete beams FRP-strengthened in shear using neural networks

(2010) R. Perera et al.   COMPOSITES PART B-ENGINEERING