In depth experimental scientific tests have led scientists like Huang et al. (2023) to approximate the connection amongst shale energy parameters and dampness information utilizing a linear design. Meanwhile, the relationship concerning elastic modulus and humidity information follows an exponential sample. Moreover, researchers like Ma (2015) had used regular Successfully Submitted (Awaiting Approval)