Prediction of uniaxial compressive strength of carbonate rocks from nondestructive tests using multivariate regression and LS-SVM methods

Arabian Journal of Geosciences ◽

10.1007/s12517-019-4307-2 ◽

2019 ◽

Vol 12 (6) ◽

Author(s):

Sefer Beran Çelik

Keyword(s):

Compressive Strength ◽

Uniaxial Compressive Strength ◽

Carbonate Rocks ◽

Multivariate Regression ◽

Nondestructive Tests

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Application of genetic programming to predict the uniaxial compressive strength and elastic modulus of carbonate rocks

International Journal of Rock Mechanics and Mining Sciences ◽

10.1016/j.ijrmms.2013.08.004 ◽

2013 ◽

Vol 63 ◽

pp. 159-169 ◽

Author(s):

Morteza Beiki ◽

Abbas Majdi ◽

Ali Dadi Givshad

Keyword(s):

Compressive Strength ◽

Elastic Modulus ◽

Genetic Programming ◽

Uniaxial Compressive Strength ◽

Carbonate Rocks

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Mechanical Behavior of Carbonate Rocks at Crack Damage Stress Equal to Uniaxial Compressive Strength

Rock Mechanics and Rock Engineering ◽

10.1007/s00603-009-0042-4 ◽

2009 ◽

Vol 43 (4) ◽

pp. 497-503 ◽

Author(s):

V. Palchik

Keyword(s):

Compressive Strength ◽

Mechanical Behavior ◽

Uniaxial Compressive Strength ◽

Carbonate Rocks ◽

Crack Damage Stress

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On the Ratios between Elastic Modulus and Uniaxial Compressive Strength of Heterogeneous Carbonate Rocks

Rock Mechanics and Rock Engineering ◽

10.1007/s00603-010-0112-7 ◽

2010 ◽

Vol 44 (1) ◽

pp. 121-128 ◽

Author(s):

V. Palchik

Keyword(s):

Compressive Strength ◽

Elastic Modulus ◽

Uniaxial Compressive Strength ◽

Carbonate Rocks

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Application of statistical methods for predicting uniaxial compressive strength of limestone rocks using nondestructive tests

Acta Geotechnica ◽

10.1007/s11440-016-0467-3 ◽

2016 ◽

Vol 12 (2) ◽

pp. 321-333 ◽

Author(s):

Abdolazim Azimian

Keyword(s):

Compressive Strength ◽

Statistical Methods ◽

Uniaxial Compressive Strength ◽

Nondestructive Tests

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Prediction of uniaxial compressive strength of carbonate rocks and cement mortar using artificial neural network and multiple linear regressions

Acta Geodynamica et Geomaterialia ◽

10.13168/agg.2020.0027 ◽

2020 ◽

pp. 367-377

Author(s):

Mohamed Abdelhedi

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Compressive Strength ◽

Uniaxial Compressive Strength ◽

Carbonate Rocks ◽

Cement Mortar ◽

Multiple Linear Regressions ◽

Artificial Neural ◽

Linear Regressions

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The Influence of Testing Procedures on Uniaxial Compressive Strength Prediction of Carbonate Rocks from Equotip Hardness Tester (EHT) and Proposal of a New Testing Methodology: Hybrid Dynamic Hardness (HDH)

Rock Mechanics and Rock Engineering ◽

10.1007/s00603-012-0261-y ◽

2012 ◽

Vol 46 (1) ◽

pp. 95-106 ◽

Author(s):

Nurdan Günes Yılmaz

Keyword(s):

Compressive Strength ◽

Uniaxial Compressive Strength ◽

Carbonate Rocks ◽

Strength Prediction ◽

Dynamic Hardness ◽

Testing Procedures ◽

Testing Methodology ◽

Hardness Tester

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Model tree approach for predicting uniaxial compressive strength and Young’s modulus of carbonate rocks

Bulletin of Engineering Geology and the Environment ◽

10.1007/s10064-016-0931-1 ◽

2016 ◽

Vol 77 (1) ◽

pp. 331-343 ◽

Author(s):

Ebrahim Ghasemi ◽

Hamid Kalhori ◽

Raheb Bagherpour ◽

Saffet Yagiz

Keyword(s):

Compressive Strength ◽

Young’S Modulus ◽

Uniaxial Compressive Strength ◽

Carbonate Rocks ◽

Young's Modulus ◽

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Effects of Rock Classes and Porosity on the Relation between Uniaxial Compressive Strength and Some Rock Properties for Carbonate Rocks

Rock Mechanics and Rock Engineering ◽

10.1007/s00603-011-0169-y ◽

2011 ◽

Vol 45 (1) ◽

pp. 113-122 ◽

Author(s):

M. A. Rajabzadeh ◽

Z. Moosavinasab ◽

G. Rakhshandehroo

Keyword(s):

Compressive Strength ◽

Uniaxial Compressive Strength ◽

Carbonate Rocks ◽

Rock Properties

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Artificial neural networks and nonlinear regression techniques to assess the influence of slake durability cycles on the prediction of uniaxial compressive strength and modulus of elasticity for carbonate rocks

International Journal for Numerical and Analytical Methods in Geomechanics ◽

10.1002/nag.1066 ◽

2011 ◽

Vol 36 (14) ◽

pp. 1636-1650 ◽

Author(s):

S. Yagiz ◽

E. A. Sezer ◽

C. Gokceoglu

Keyword(s):

Neural Networks ◽

Compressive Strength ◽

Artificial Neural Networks ◽

Uniaxial Compressive Strength ◽

Nonlinear Regression ◽

Modulus Of Elasticity ◽

Carbonate Rocks ◽

Slake Durability ◽

Regression Techniques ◽

Artificial Neural

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Using non-destructive tests for estimating uniaxial compressive strength and static Young’s modulus of carbonate rocks via some modeling techniques

Bulletin of Engineering Geology and the Environment ◽

10.1007/s10064-017-1043-2 ◽

2017 ◽

Vol 77 (4) ◽

pp. 1717-1728 ◽

Author(s):

Shekoufeh Aboutaleb ◽

Mahmoud Behnia ◽

Raheb Bagherpour ◽

Behzad Bluekian

Keyword(s):

Compressive Strength ◽

Young’S Modulus ◽

Uniaxial Compressive Strength ◽

Carbonate Rocks ◽

Young's Modulus ◽

Static Young’S Modulus ◽

Modeling Techniques ◽

Non Destructive

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