In depth experimental scientific tests have led scientists like Huang et al. (2023) to approximate the relationship between shale toughness parameters and dampness material utilizing a linear model. In the meantime, the connection concerning elastic modulus and humidity content follows an exponential sample. In addition, researchers like Ma (2015) Successfully Submitted (Awaiting Approval)