Intensive experimental studies have led scientists like Huang et al. (2023) to approximate the connection between shale toughness parameters and humidity content using a linear model. In the meantime, the connection involving elastic modulus and dampness material follows an exponential pattern. In addition, researchers like Ma (2015) experienced utilized waiting for link from Forum Profiles (6)