Substantial experimental scientific tests have led scientists like Huang et al. (2023) to approximate the connection involving shale energy parameters and humidity written content employing a linear product. In the meantime, the relationship among elastic modulus and moisture material follows an exponential pattern. Additionally, scientists like Ma (2015) experienced Successfully Submitted (Awaiting Approval)