Intensive experimental studies have led researchers like Huang et al. (2023) to approximate the relationship concerning shale energy parameters and dampness content utilizing a linear product. Meanwhile, the connection involving elastic modulus and humidity written content follows an exponential sample. Additionally, researchers like Ma (2015)