In depth experimental scientific studies have led researchers like Huang et al. (2023) to approximate the connection involving shale strength parameters and humidity content employing a linear product. Meanwhile, the relationship among elastic modulus and dampness content material follows an exponential sample. Furthermore, scientists like Ma (2015