Intensive experimental scientific studies have led researchers like Huang et al. (2023) to approximate the relationship involving shale toughness parameters and humidity content using a linear product. In the meantime, the relationship concerning elastic modulus and humidity material follows an exponential sample. Furthermore, researchers like Ma (2015) experienced utilized Successfully Submitted (Awaiting Approval)