In depth experimental scientific tests have led scientists like Huang et al. (2023) to approximate the connection in between shale power parameters and moisture content utilizing a linear product. In the meantime, the relationship among elastic modulus and humidity material follows an exponential sample. Also, researchers like Ma (2015) https://vertechs21.wordpress.com/2025/12/10/mastering-the-depths-how-vertechs-is-redefining-well-control-for-a-new-era-of-energy-security/