Loss circulation during drilling operations represents a significant problem for wellbore construction teams. It occurs when penetration fluid permeates into the surrounding formation at a rate exceeding the ability of the bore to return it, essentially creating a space. This phenomenon can result in substantial volume reduction, increased drilling