Comprehensive experimental studies have led researchers like Huang et al. (2023) to approximate the connection involving shale energy parameters and dampness articles employing a linear product. Meanwhile, the connection between elastic modulus and dampness content material follows an exponential pattern. Additionally, researchers like Ma (2015