Strength prediction of cold-formed steel beam-column channels: data-driven versus prescriptive methods

While Cold-Formed Steel (CFS) elements are increasingly used in modern construction, existing methods for predicting CFS beam-column capacity are often inaccurate and overly complex, demonstrating the need for a more reliable data-driven approach. This paper, therefore, aimed to develop a Deep Learn...

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Bibliographic Details
Main Authors: Maryam Hasanali, Mohammad Mojtabaei, Iman Hajirasouliha
Format: Default Article
Published: 2026
Subjects:
Building
Engineering
Civil engineering
Cold-formed steel (CFS)
Lipped channel beam-columns
Deep neural network
Finite element
Finite element (FE)
Interaction formula
Online Access:https://hdl.handle.net/2134/31622980.v1
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