•Fatigue tests are conducted on specimens containing different defect size and number.•All fatigue tests are conducted on specimens with the same shape and size.•A probabilistic approach is used to account for the defect size and the scale effect.•The proposed approach leads to a probabilistic Kitagawa-Takahashi type diagram.•Good correlation between the proposed model and the experimental results is observed.
International Journal of Fatigue – Elsevier
Published: May 1, 2018
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