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Beyond response surface methodology: High-fidelity prediction of residual stresses in Al6061 deep drawing using Artificial Neural Networks

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The Journal of Strain Analysis for Engineering Design

Published online on

Abstract

The Journal of Strain Analysis for Engineering Design, Volume 61, Issue 6, Page 482-496, August 2026.
Residual stresses, resulting from the complex cyclic bending-unbending strain history in deep drawing, are fundamental to the structural integrity and fatigue life of formed Al6061 components. Accurate characterization of these stresses is often ...