Published review

AI in structural steel design.

Organise AI methods relevant to steel analysis and design.

Supplied engineering-research topic network from the steel-design review. Publication · 10.3390/met15040408

Role: Research co-author
Period: 2025
Methods: Literature synthesis
Status: Published review

Decision supported

Select appropriate AI methods for a defined structural-analysis task.

Engineering record

Scope, method and evidence.

Published review and conceptual method taxonomy; production integration into commercial engineering software is not established.

01Engineering question

Organise AI methods relevant to steel analysis and design.

Context: Structural steel/software.

02Role and documented scope

Research co-author

03Methods and evidence

The published review synthesises AI approaches relevant to structural steel analysis and design. Its method hierarchy is conceptual research evidence. An unreconciled local demonstrator is excluded from the developed-tool count, and integration into commercial software is not claimed.

Supplied research files support the scope shown. Authorship is distinguished from personal ownership of every dataset, test or model; an interface is not proof of current deployment.

Publication record · 10.3390/met15040408

04Interpretation and limitations

No universal accuracy, engineering approval or field benefit is inferred from a selected output. Model domains and independent checks must be established for a new assignment.

Research supporting this project