I. Introduction
Fatigue is broadly defined as cyclic mechanical loading causing progressive fracture over time, occurring at loads below the static strength of the material [1]. Fatigue is a common failure mechanism at the macro-scale particularly in the automotive, aerospace, and energy industries where there are dynamic loading conditions on structural materials, typically metals. Ductile materials, such as metals, are prone to fatigue, due in most part to intrinsic mechanisms that cause damage ahead of the crack tip. For example, dislocation motion causes blunting and re-sharpening of the crack tip in ductile materials [2].