Publications by authors named "Rocio Sanchez-Miranda"
Materials (Basel)
December 2023
Article Synopsis
- Stainless steel undergoes cold-work hardening, influenced by its grade and family, which affects its mechanical behavior during cold forming.
- The study explores the use of artificial neural networks (ANNs) to predict the mechanical properties of cold-rolled stainless steel based on its chemical composition and thickness reduction, with multiple linear regression (MLR) as a comparison.
- The research involves cold-rolling various stainless steel sheets, conducting tensile tests to create a database, and developing machine learning models to aid in designing new grades and optimizing cold-forming processes.
