[HTML][HTML] Behaviour and design of duplex stainless steel bolted connections failing in block shear
Duplex stainless steel (DSS) is an emerging construction material for structural engineering,
which is featured with high mechanical strength and superior corrosion resistance …
which is featured with high mechanical strength and superior corrosion resistance …
[HTML][HTML] Unified machine-learning-based design method for normal and high strength steel I-section beam–columns
High strength steel is regarded as a promising construction material due to its superior
mechanical properties. However, the codified failure load predictions for high strength steel …
mechanical properties. However, the codified failure load predictions for high strength steel …
Testing of wire arc additively manufactured duplex stainless steel double-lap shear bolted connections
The behavior and design of duplex stainless steel double-lap shear bolted connections
produced by wire arc additive manufacturing (WAAM) are explored in this paper. A thorough …
produced by wire arc additive manufacturing (WAAM) are explored in this paper. A thorough …
Unified machine-learning-aided design of cold-formed steel channel section columns with different buckling modes at ambient and elevated temperatures
Due to the ease of fabrication, cold-formed steel channel section members have gained
popularity in the construction industry. However, the open and non-doubly symmetric …
popularity in the construction industry. However, the open and non-doubly symmetric …
Machine-learning-assisted design of high strength steel I-section columns
High strength steel has been attracting attention in the building industry due to its superior
mechanical properties. The accurate design of high strength steel structures is crucial to …
mechanical properties. The accurate design of high strength steel structures is crucial to …
Data-driven design approaches for hollow section columns—Database analysis and implementation
Structural engineering has a plethora of existing data from previous experiments and
computational modeling results, yet the benefits of employing data methods in structural …
computational modeling results, yet the benefits of employing data methods in structural …
Estimation and interpretation of interfacial bond in concrete-filled steel tube by using optimized XGBoost and SHAP
H Sheng, Z Ren, D Wang, Q Li, P Li - Structures, 2024 - Elsevier
In view of the difficulty in establishing an accurate mathematical model to characterize the
interfacial bond strength in concrete-filled steel tube (CFST), the'eXtreme Gradient …
interfacial bond strength in concrete-filled steel tube (CFST), the'eXtreme Gradient …
Load-equivalent model and loosening life prediction method of bolts under transverse loading
L Yang, H Zhao, G Yang, B Yang, S Xiao, S Jiang - Engineering Structures, 2024 - Elsevier
To establish a method for predicting the loosening life of bolts under random transverse
vibration, this study first obtains the transverse displacement–loosening life (D–NL) curves of …
vibration, this study first obtains the transverse displacement–loosening life (D–NL) curves of …
[HTML][HTML] Bayesian optimization-based Model-Agnostic Meta-Learning: Application to predict maximum cyclic moment resistance of steel bolted T-stub connections
Accurately assessing the maximum moment resistance of steel bolted T-stub connections
under cyclic loading is crucial for designing earthquake-resistant structures with such …
under cyclic loading is crucial for designing earthquake-resistant structures with such …
[HTML][HTML] Application and feasibility analysis of knowledge-based machine learning in predicting fatigue performance of stainless steel
J Wang, D Fan, CS Cai - Case Studies in Construction Materials, 2024 - Elsevier
To better predict the fatigue-related SN curves of different series of stainless steels, 570 sets
of data including fatigue test results and other performance parameters for five common …
of data including fatigue test results and other performance parameters for five common …