Comprehensive experimental scientific tests have led scientists like Huang et al. (2023) to approximate the connection amongst shale toughness parameters and moisture information utilizing a linear design. In the meantime, the relationship concerning elastic modulus and dampness information follows an exponential pattern. On top of that, scient