Drilling operations often present numerous challenges for engineers. A prominent of the most pressing concerns is loss circulation, a situation where drilling fluid escapes into the formation, leading to loss circulation in drilling. various detrimental effects. This phenomenon can cause wellbore instability, tool damage, and ultimately impact prod