Considerable experimental experiments have led scientists like Huang et al. (2023) to approximate the relationship among shale toughness parameters and moisture content using a linear design. Meanwhile, the relationship in between elastic modulus and humidity information follows an exponential pattern. Also, researchers like Ma (2015) had utilized standard triaxial https://vertechs21.wixsite.com/vertechs21/post/mastering-the-depths-how-mpd-drilling-and-advanced-well-control-are-reshaping-the-future-of-oil-and