Considerable experimental reports have led researchers like Huang et al. (2023) to approximate the relationship involving shale toughness parameters and humidity written content employing a linear product. In the meantime, the connection among elastic modulus and dampness material follows an exponential pattern. Additionally, researchers like Ma (2015) experienced used waiting for link from Forum Profiles (6)