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Author

Ananya Balaji

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Nov 2026

Application of Machine Learning for the Prediction of Automotive Panel Oil Canning to Accelerate Design Exploration

Oil canning, characterized by localized buckling and surface waviness in thin metal panels, is a critical quality parameter in the automotive industry. Since outer panels serve both structural and aesthetic functions, even minor surface distortions can adversely affect perceived vehicle quality. Traditionally, evaluati...

R. Sarnobat, Dinesh Kumar, Akshay Jawale et al. · 0 citations

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