Assessment of the uniaxial compressive strength of intact rocks: an extended comparison between machine and advanced machine learning models

Rock strength is the most deterministic parameter for studying geological disasters in resource development and underground engineering construction. However, the experimental procedure for finding rock strength is arduous and lengthy. Therefore, this investigation introduces an optimal computationa...

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Vydáno v:	Multiscale and Multidisciplinary Modeling, Experiments and Design Ročník 7; číslo 4; s. 3301 - 3325
Hlavní autoři:	Khatti, Jitendra, Grover, Kamaldeep Singh
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Cham Springer International Publishing 01.09.2024
Témata:	Characterization and Evaluation of Materials Engineering Mathematical Applications in the Physical Sciences Mechanical Engineering Numerical and Computational Physics Original Paper Simulation Solid Mechanics Gaussian process regression Uniaxial compressive strength Multicollinearity impact Intact rock
ISSN:	2520-8160, 2520-8179
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