Deep learning-based procedure for structural design of cold-formed steel channel sections with edge-stiffened and un-stiffened holes under axial compression

Analysis of GMAW process with deep learning and machine learning techniques

(2021) Rogfel Thompson Martínez et al.   Journal of Manufacturing Processes

Application of deep learning method in web crippling strength prediction of cold-formed stainless steel channel sections under end-two-flange loading

(2021) Zhiyuan Fang et al.   Structures

Deep learning-based axial capacity prediction for cold-formed steel channel sections using Deep Belief Network

(2021) Zhiyuan Fang et al.   Structures

A Comparative Study on the Performance of FEM, RA and ANN Methods in Strength Prediction of Pallet-Rack Stub Columns

(2020) ZhiJun Lyu et al.   International Journal of Steel Structures

A robust method for safety evaluation of steel trusses using Gradient Tree Boosting algorithm

(2020) Viet-Hung Truong et al.   ADVANCES IN ENGINEERING SOFTWARE

Parametric study and simplified design equations for cold-formed steel channels with edge-stiffened holes under axial compression

(2020) Boshan Chen et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Web crippling behaviour of cold-formed steel channel sections with edge-stiffened and unstiffened circular holes under interior-two-flange loading condition

(2020) Asraf Uzzaman et al.   THIN-WALLED STRUCTURES

Moment capacity of cold-formed channel beams with edge-stiffened web holes, un-stiffened web holes and plain webs

(2020) Boshan Chen et al.   THIN-WALLED STRUCTURES

Deep belief network-based support vector regression method for traffic flow forecasting

(2019) Haibo Xu et al.   NEURAL COMPUTING & APPLICATIONS

Challenges and solutions associated with the simulation and design of cold-formed steel structural systems

(2019) P. Kyvelou et al.   THIN-WALLED STRUCTURES

Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer

(2019) Rahmat Ali et al.   CONSTRUCTION AND BUILDING MATERIALS

Effects of edge-stiffened web openings on the behaviour of cold-formed steel channel sections under compression

(2019) Boshan Chen et al.   THIN-WALLED STRUCTURES

Cold-formed steel channel sections under end-two-flange loading condition: Design for edge-stiffened holes, unstiffened holes and plain webs

(2019) Asraf Uzzaman et al.   THIN-WALLED STRUCTURES

Deep Belief Network Based Hybrid Model for Building Energy Consumption Prediction

(2018) Chengdong Li et al.   Energies

Tests of perforated aluminium alloy SHSs and RHSs under axial compression

(2018) Ran Feng et al.   THIN-WALLED STRUCTURES

Artificial neural networks and intelligent finite elements in non-linear structural mechanics

(2018) Marcus Stoffel et al.   THIN-WALLED STRUCTURES

Description of stress-strain curves for cold-formed steels

(2018) Leroy Gardner et al.   CONSTRUCTION AND BUILDING MATERIALS

Image-driven structural steel damage condition assessment method using deep learning algorithm

(2018) Heng Liu et al.   MEASUREMENT

Effects of edge-stiffened circular holes on the web crippling strength of cold-formed steel channel sections under one-flange loading conditions

(2017) Asraf Uzzaman et al.   ENGINEERING STRUCTURES

Artificial neural network prediction of buckling load of thin cylindrical shells under axial compression

(2017) Zia ul Rehman Tahir et al.   ENGINEERING STRUCTURES

Bootstrapped Artificial Neural Networks for the seismic analysis of structural systems

(2017) E. Ferrario et al.   STRUCTURAL SAFETY

Web crippling behaviour of cold-formed steel channel sections with web holes subjected to interior-one-flange loading condition-Part I: Experimental and numerical investigation

(2017) Ying Lian et al.   THIN-WALLED STRUCTURES

Load-carrying capacity of locally corroded steel plate girder ends using artificial neural network

(2016) Sajjad Tohidi et al.   THIN-WALLED STRUCTURES

Effect of web holes on web crippling strength of cold-formed steel channel sections under end-one-flange loading condition - Part II: Parametric study and proposed design equations

(2016) Ying Lian et al.   THIN-WALLED STRUCTURES

Effect of web holes on web crippling strength of cold-formed steel channel sections under end-one-flange loading condition – Part I: Tests and finite element analysis

(2016) Ying Lian et al.   THIN-WALLED STRUCTURES

Experimental Investigation of Aluminum Alloy Stub Columns with Circular Openings

(2015) Ran Feng et al.   JOURNAL OF STRUCTURAL ENGINEERING

Experimental Investigation of Aluminum Alloy Stub Columns with Circular Openings

(2015) Ran Feng et al.   JOURNAL OF STRUCTURAL ENGINEERING

Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning

(2014) Wenhao Huang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Load capacity of cold-formed column members of lipped channel cross-section with perforations subjected to compression loading – Part I: FE simulation and test results

(2014) M.P. Kulatunga et al.   THIN-WALLED STRUCTURES

Investigation of cold-formed steel structural members with perforations of different arrangements subjected to compression loading

(2013) M.P. Kulatunga et al.   THIN-WALLED STRUCTURES

A neural network based closed-form solution for the distortional buckling of elliptical tubes

(2011) J.L.R. Dias et al.   ENGINEERING STRUCTURES

Assessment of load carrying capacity of castellated steel beams by neural networks

(2011) Saeed Gholizadeh et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Cold-formed steel flexural member with edge stiffened holes: Behavior, optimization, and design

(2011) Cheng Yu   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Prediction of residual stresses and strains in cold-formed steel members

(2008) Cristopher D. Moen et al.   THIN-WALLED STRUCTURES