Intensive experimental experiments have led scientists like Huang et al. (2023) to approximate the connection in between shale strength parameters and moisture information using a linear design. Meanwhile, the connection involving elastic modulus and humidity material follows an exponential pattern. Moreover, scientists like Ma (2015) had utili