Substantial experimental reports have led researchers like Huang et al. (2023) to approximate the relationship in between shale toughness parameters and dampness material using a linear design. Meanwhile, the relationship in between elastic modulus and dampness material follows an exponential pattern. Additionally, researchers like Ma (2015) ex