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