Intensive experimental experiments have led researchers like Huang et al. (2023) to approximate the connection between shale power parameters and humidity information using a linear model. In the meantime, the connection in between elastic modulus and humidity material follows an exponential pattern. In addition, scientists like Ma (2015) had utili