Introduction Screw pull-out, or the phenomenon where a screw is extracted from its bind due to stress or strain, can significantly compromise the integrity of fiber-reinforced polymer (FRP) materials in construction. Although FRP’s inherent characteristics, like its high strength-to-weight ratio, make it a preferred choice in challenging construction scenarios, the propensity for screw pull-out is...