Considerable experimental research have led scientists like Huang et al. (2023) to approximate the relationship involving shale strength parameters and dampness written content using a linear model. In the meantime, the connection amongst elastic modulus and moisture articles follows an exponential pattern. Furthermore, scientists like Ma (2015