Statistical distribution of micro-cracks within aerospace materials greatly influences their fracture toughness by dictating how stress leads to cracks format and propagation. Variations in micro-cracks size, density, and spatial distribution produce a heterogeneous stress environment, thus impacting the material's capability to resist crack development. Fracture resilience is usually undermined by the increased concentration or size of micro-cracks as these limitations behave as stress amplifiers, lessening the material's structural solidity. By providing engineers the ability to anticipate material performance and failure likelihoods, statistical micro-crack distribution examination offers a way to craft materials with heightened capacities to withstand breakage. Moreover, this enhances aerospace application safety margins.