In depth experimental studies have led researchers like Huang et al. (2023) to approximate the relationship amongst shale power parameters and moisture information employing a linear model. In the meantime, the connection amongst elastic modulus and moisture content material follows an exponential sample. In addition, researchers like Ma (2015)