Extensive experimental scientific studies have led researchers like Huang et al. (2023) to approximate the relationship amongst shale toughness parameters and moisture content using a linear product. In the meantime, the relationship involving elastic modulus and humidity articles follows an exponential sample. Additionally, scientists like Ma (2015) had used waiting for link from Forum Profiles (11)