Following recent developments in manufacturing technology, Additive Manufacturing (AM) has become an important figure in the production of complex geometries in which conventional subtractive methods are typically incapable of producing or are excessively high costs. However, AM techniques have their capabilities and limitations. One limitation that affects mechanical properties, particularly fatigue strength under cyclic loads, is unwanted material porosity causing fatigue failure. Fatigue failure, due to its nature, is random, and a reason for this stochastic nature is the uncertainty of the porosity dispersion in the AM-built part. A commonly used AM process is Laser Powder Bed Fusion (LPBF), which can print near full-density (99.5+%) parts if process parameters are set correctly.