Intensive experimental research have led scientists like Huang et al. (2023) to approximate the relationship involving shale energy parameters and humidity information employing a linear product. In the meantime, the relationship between elastic modulus and humidity content follows an exponential sample. In addition, scientists like Ma (2015) experienced utilized waiting for link from Forum Profiles (11)