Comprehensive experimental studies have led researchers like Huang et al. (2023) to approximate the relationship in between shale strength parameters and moisture content material utilizing a linear model. Meanwhile, the connection concerning elastic modulus and humidity information follows an exponential sample. Moreover, researchers like Ma (2015) experienced used common Successfully Submitted (Awaiting Approval)