A novel approach based on the elastoplastic fatigue damage and machine learning models for life prediction of aerospace alloy parts fabricated by additive manufacturing

(a) Computational flowchart for fatigue life prediction of AM alloy parts. It is seen that the CDM based computational approach is employed to acquire fatigue data to train ML models, and the ANN and RF models are then presented in detail. After that, life prediction and parametric studies are carri...

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