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Prediction of mechanical properties of cold-rolled steel under imbalanced sample conditions

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Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, Ahead of Print.
Deep learning-based prediction of the mechanical properties of cold-rolled strip steel has generally overlooked the issue of data imbalance that exists in real-world production environments. Moreover, the production process of cold-rolled steel is highly ...