Comprehensive experimental studies have led scientists like Huang et al. (2023) to approximate the relationship concerning shale energy parameters and dampness content material using a linear model. In the meantime, the relationship amongst elastic modulus and moisture articles follows an exponential sample. Additionally, scientists like Ma (20