Leveraging Machine Learning Regression Algorithms to Predict Mechanical Properties of Evaporitic Rocks From Their Physical Attributes

Evaluating the geotechnical properties of evaporitic rocks is crucial for infrastructure stability; however, traditional methods are costly and labour-intensive. In this study, machine learning (ML) regression algorithms were applied to predict four key mechanical parameters, namely, uniaxial compre...

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Autori principali: Ayham Zaitouny, Hasan Arman, Anusuya Krishnan, Alaa Ahmed, Ahmed Gad
Natura: Articolo
Lingua:inglese
Pubblicazione: IEEE 2025-01-01
Serie:IEEE Access
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Accesso online:https://ieeexplore.ieee.org/document/11078266/
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