A sustainable hybrid FEA–AI optimization framework for multistage deep drawing of unidirectionally rolled copper micro-cups
Crossref DOI link: https://doi.org/10.1038/s41598-026-45011-4
Published Online: 2026-03-26
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Sivam, S. P. Sundar Singh
Kesavan, Stalin
Santhosh, A. Johnson
Text and Data Mining valid from 2026-03-26
Accepted Manuscript valid from 2026-03-26
Article History
Received: 30 December 2025
Accepted: 16 March 2026
First Online: 26 March 2026
Competing interests
: The authors declare no competing interests.