Intensive experimental reports have led scientists like Huang et al. (2023) to approximate the connection amongst shale power parameters and moisture information using a linear model. In the meantime, the relationship concerning elastic modulus and humidity content material follows an exponential sample. Additionally, researchers like Ma (2015)