In depth experimental studies have led researchers like Huang et al. (2023) to approximate the relationship concerning shale toughness parameters and dampness content utilizing a linear product. Meanwhile, the connection in between elastic modulus and dampness articles follows an exponential sample. Also, researchers like Ma (2015) had utilized