In depth experimental studies have led researchers like Huang et al. (2023) to approximate the connection among shale power parameters and humidity content using a linear product. Meanwhile, the relationship amongst elastic modulus and moisture written content follows an exponential pattern. Additionally, researchers like Ma (2015) had used tra