Extensive experimental research have led scientists like Huang et al. (2023) to approximate the relationship among shale energy parameters and moisture content employing a linear product. Meanwhile, the connection among elastic modulus and moisture written content follows an exponential sample. On top of that, researchers like Ma (2015) had Successfully Submitted (Awaiting Approval)