A database of mechanical properties of steels

Published: 23 October 2025| Version 1 | DOI: 10.17632/jmwb9ddd43.1
Contributors:
Nick Birbilis, Marzie Ghorbani, Shujing Zhao

Description

A database with 3234 entries for steels. The database is presented in a manner that includes composition of each steel (in a parsed format amenable to data science or machine learning), along with the corresponding processing condition. Each steel entry also includes the associated yield strength, ultimate tensile strength, and ductility. The processing conditions have been clustered (and labelled) into 12 groups/clusters.

Files

Institutions

  • Deakin University
  • Australian National University

Categories

Alloy, Steel, Alloy Steel, Low Alloy Steel, Ferritic/Martensitic Steel, Carbon Steel

Licence