Comprehensive experimental experiments have led scientists like Huang et al. (2023) to approximate the connection involving shale energy parameters and moisture information employing a linear model. In the meantime, the relationship concerning elastic modulus and dampness material follows an exponential pattern. In addition, scientists like Ma