Extensive experimental research have led scientists like Huang et al. (2023) to approximate the relationship in between shale toughness parameters and dampness content employing a linear design. Meanwhile, the connection amongst elastic modulus and humidity information follows an exponential sample. Additionally, scientists like Ma (2015) had u