Comprehensive experimental scientific studies have led scientists like Huang et al. (2023) to approximate the relationship in between shale strength parameters and humidity material employing a linear model. Meanwhile, the relationship involving elastic modulus and humidity content material follows an exponential pattern. On top of that, resear