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

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

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

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

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

Deep Belief Network Based Hybrid Model for Building Energy Consumption Prediction

(2018) Chengdong Li et al.   Energies

Local-flexural interactive buckling of standard and optimised cold-formed steel columns

(2018) Jun Ye et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Experimental investigation of local-flexural interactive buckling of cold-formed steel channel columns

(2018) Jun Ye et al.   THIN-WALLED STRUCTURES

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

(2018) Heng Liu et al.   MEASUREMENT

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

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

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

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

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

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

The failure of thin-walled lipped channel compression members due to coupled local-distortional interactions and material yielding

(2012) J. Loughlan 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

Review: The Direct Strength Method of cold-formed steel member design

(2008) B.W. Schafer   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