Intensive experimental studies have led scientists like Huang et al. (2023) to approximate the relationship among shale energy parameters and moisture articles employing a linear model. In the meantime, the relationship involving elastic modulus and humidity information follows an exponential sample. Additionally, researchers like Ma (2015) exp