Considerable experimental research have led scientists like Huang et al. (2023) to approximate the connection among shale strength parameters and humidity written content employing a linear design. Meanwhile, the relationship concerning elastic modulus and moisture written content follows an exponential pattern. Furthermore, researchers like Ma (2015) had used conventional waiting for link from Forum Profiles (6)