Abstract Background Early fatigue mechanisms for various materials are yet to be unveiled the (very) high-cycle (VHCF) regime. This can ascribed a lack of available data capturing initial damage evolution, which continues adversely affect scientists and computational modeling experts attempting derive microstructural dependencies from small sample size incomplete feature representations. Object...