Considerable experimental reports have led researchers like Huang et al. (2023) to approximate the relationship between shale toughness parameters and dampness content utilizing a linear design. Meanwhile, the relationship between elastic modulus and dampness content material follows an exponential pattern. In addition, researchers like Ma (201