Machine Learning-Based Prediction and Optimisation System for Laser Shock Peening

Laser shock peening (LSP) as a surface treatment technique can improve the fatigue life and corrosion resistance of metallic materials by introducing significant compressive residual stresses near the surface. However, LSP-induced residual stresses are known to be dependent on a multitude of factors...

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Autors principals:	Jino Mathew, Rohit Kshirsagar, Suraiya Zabeen, Niall Smyth, Stratis Kanarachos, Kristina Langer, Michael E. Fitzpatrick
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2021-03-01
Col·lecció:	Applied Sciences
Matèries:	laser shock peening modelling residual stress Bayesian neural networks genetic algorithm optimisation
Accés en línia:	https://www.mdpi.com/2076-3417/11/7/2888
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