Considerable experimental reports have led scientists like Huang et al. (2023) to approximate the connection among shale energy parameters and moisture content utilizing a linear product. In the meantime, the connection concerning elastic modulus and dampness material follows an exponential pattern. Furthermore, researchers like Ma (2015) had utilized common Successfully Submitted (Awaiting Approval)