Considerable experimental scientific tests have led researchers like Huang et al. (2023) to approximate the relationship amongst shale strength parameters and moisture content employing a linear design. In the meantime, the relationship between elastic modulus and moisture content follows an exponential pattern. On top of that, researchers like Ma