Often unseen from the general view, borehole fluids are absolutely essential components of oil and gas operations . These complex mixtures, a carefully balanced combination of base and clays , perform many roles . They reduce friction on the drill bit , remove rock fragments from the borehole, maintain hole stability , and control formation stress

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