Unified machine-learning-based design method for normal and high strength steel I-section beam

Unified machine-learning-based design method for normal and high strength steel I-section beam–columns

Published:2024-06 Issue: Volume:199 Page:111835
ISSN:0263-8231
Container-title:Thin-Walled Structures
language:en
Short-container-title:Thin-Walled Structures

Author:

Su Andi,Cheng Jinpeng,Li Xuelai,Zhong Yukai,Li Shuai,Zhao Ou,Jiang Ke

Publisher

Elsevier BV

Reference34 articles.

1. Strain-rate and stress-state dependent ductile fracture model of S690 high-strength steel;Shang;J. Constr. Steel. Res.,2023

2. Structural performance and design of S960 ultra-high strength steel non-slender welded I-sections subjected to combined loading;Su;Eng. Struct.,2023

3. Experimental and numerical investigations of S960 ultra-high strength steel welded I-section beams with in-plane flexural failure;Su;Thin-Walled Struct.,2023

4. Testing, numerical modelling and design of S890 and S960 ultra-high strength steel circular hollow sections under combined loading;Wang;Thin-Walled Struct.,2023

5. Net section failure of S690 high-strength steel angle-to-plate connections;Jiang;J. Struct. Eng.,2022

Cited by 8 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Regression-classification ensemble machine learning model for loading capacity and bucking mode prediction of cold-formed steel built-up I-section columns;Thin-Walled Structures;2024-12

2. Unified machine-learning-aided design of cold-formed steel channel section columns with different buckling modes at ambient and elevated temperatures;Engineering Structures;2024-12

3. Experimental investigation on the tensile behavior of wire arc additively manufactured duplex stainless steel plates;Engineering Structures;2024-12

4. Structural performance of wire arc additively manufactured duplex stainless steel single-lap shear bolted connections;Engineering Structures;2024-11

5. Machine learning-based active control for lightweight antenna with force density method and nested genetic algorithm;Thin-Walled Structures;2024-10