A computational and experimental comparison on the nucleation of fatigue cracks in statistical volume elements

•Integrating physics-based models for predicting fatigue crack nucleation.•Modelling and experiments in small volumes.•Validation of crack nucleation orientation and nucleation life statistical distribution.•Use of non-local FIPs in microstructure-sensitive models with gradients.