Comprehensive experimental studies have led researchers like Huang et al. (2023) to approximate the connection between shale energy parameters and dampness content material employing a linear model. In the meantime, the relationship among elastic modulus and moisture information follows an exponential sample. Also, researchers like Ma (2015) ex