Intensive experimental reports have led scientists like Huang et al. (2023) to approximate the relationship involving shale energy parameters and moisture information using a linear design. Meanwhile, the connection amongst elastic modulus and dampness information follows an exponential pattern. Additionally, researchers like Ma (2015) experien