Considerable experimental research have led researchers like Huang et al. (2023) to approximate the connection concerning shale power parameters and humidity content employing a linear model. In the meantime, the relationship among elastic modulus and humidity content follows an exponential sample. Additionally, researchers like Ma (2015) had utilized regular Successfully Submitted (Awaiting Approval)