Considerable experimental scientific tests have led scientists like Huang et al. (2023) to approximate the connection involving shale toughness parameters and moisture information employing a linear design. Meanwhile, the relationship concerning elastic modulus and dampness articles follows an exponential pattern. Furthermore, researchers like Ma (2015) had utilized standard triaxial waiting for link from Forum Profiles (6)