Application of machine learning method for hardness prediction of metal materials fabricated by 3D selective laser melting

Babič, Matej (author), Šturm, Roman (author), Rucki, Mirosłav (author), Siemiątkowski, Zbigniew (author)

• Language: English
• Keywords: additive manufacturing, SLM, machine learning, hardness prediction, fractal geometry
• Work type: Article
• Typology: 1.01 - Original Scientific Article
• Organization: FS - Faculty of Mechanical Engineering
• Publication status: Published
• Publication version: Version of Record
• Year: 2025
• Number of pages: 18 str.
• Numbering: Vol. 15, issue 23, art. 12832
• PID: 20.500.12556/RUL-177367
• UDC: 004.85:621.9
• ISSN on article: 2076-3417
• DOI: 10.3390/app152312832
• COBISS.SI-ID: 261233923
• Publication date in RUL: 22.12.2025

Record is a part of a journal

• Title: Applied sciences
• Shortened title: Appl. sci.
• Publisher: MDPI
• ISSN: 2076-3417
• COBISS.SI-ID: 522979353

Licences

• License: CC BY 4.0, Creative Commons Attribution 4.0 International
• Link: http://creativecommons.org/licenses/by/4.0/
• Description: This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

• Language: Slovenian
• Keywords: aditivna proizvodnja, SLM, strojno učenje, napovedovanje trdote, fraktalna geometrija