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Classification of wear mechanisms in hot forming of aluminium alloy by machine and deep learning approaches

Philippe Moreau, Panuwat Soranansri, Lucas Morin, Donatien Claeyssens-Beaupere, Fabien Béchet, Franck Massa, André Dubois, Laurent Dubar, Ahmed Snoun, Thierry Delot

Sustainable manufacturing emphasises lubricant-free forming to reduce costs, chemical exposure and environmental impact. In high-temperature forming of aluminium alloys, this approach results in direct contact between the part and tools, leading to material transfer and surface defects. Amorphous…

European Journal of Mechanics - A/Solids, 2026, 116, pp.105927. ⟨10.1016/j.euromechsol.2025.105927⟩. ⟨hal-05660965⟩