Intensive experimental reports have led scientists like Huang et al. (2023) to approximate the relationship amongst shale energy parameters and moisture information employing a linear model. In the meantime, the relationship among elastic modulus and dampness content follows an exponential sample. On top of that, researchers like Ma (2015) had