Fatigue life prediction of metallic materials considering mean stress effects by means of an artificial neural network

•A constant life diagram modelling based on artificial neural network is proposed.•An artificial neural network based on a MLP network trained with the BPM is trained.•A hybrid ANN-Stüssi model to determine the values is proposed.•The probabilistic Stüssi fatigue model based on Weibull distribution...

Ausführliche Beschreibung