In depth experimental scientific tests have led scientists like Huang et al. (2023) to approximate the relationship among shale energy parameters and humidity content using a linear design. In the meantime, the connection involving elastic modulus and moisture articles follows an exponential pattern. Also, researchers like Ma (2015) had waiting for link from Forum Profiles (11)