AI in Structures

I have been working on developing machine-learning-based design framework for steel connections and members. All of the published papers can be found on this page.

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Connections
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Connections

Connections

[2] Jiang, K., Zhao, O. (2023). Unified machine-learning-assisted design of stainless steel bolted connections. Journal of Constructional Steel Research, 211, 108155.

[1] Jiang, K., Liang, Y., Zhao, O. (2022). Machine-learning-based design of high strength steel bolted connections. Thin-Walled Structures, 179, 109575.

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Members
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Members

Members

[3] Huang, X., Jiang, K., Zhao, O. (2024). Unified machine-learning-aided design of cold-formed steel channel section columns with different buckling modes at ambient and elevated temperatures. Engineering Structures, 320, 118875.

[2] Cheng, J., Li, X., Jiang, K., Li, S., Su, A., Zhao, O. (2024). Machine-learning-assisted design of high strength steel I-section columns. Engineering Structures, 308, 118018.

[1] Su, A., Cheng, J., Li, X., Li, S., Zhong, Y., Zhao, O., Jiang, K. (2024). Unified machine-learning-based design method of normal and high strength steel I-section beam–columns. Thin-Walled Structures, 119, 111835.