Considerable experimental scientific studies have led scientists like Huang et al. (2023) to approximate the relationship in between shale energy parameters and moisture content utilizing a linear design. In the meantime, the connection among elastic modulus and dampness content material follows an exponential pattern. Also, researchers like Ma (2015) https://www.vertechs.com/drilling-solutions/ircd-pro