Naslov
Modulus of elasticity for grain-supported carbonates—determination and estimation for preliminary engineering purposes

Autori
Briševac, Zlatko ; Pollak, Davor ; Maričić, Ana ; Vlahek, Andreja

Izvornik
Applied sciences (Basel) (2076-3417) 11 (2021), 13; 6148, 18

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
modulus of elasticity ; grain‐supported carbonates ; estimate ; regression tree ; R statistical environment

Sažetak
The determination and estimation of elastic behaviour are essential in engineering practise, especially in quarrying, mining, construction, and all engineering professions that perform operations dealing with rock materials. Young’s modulus, or modulus of elasticity, is the most important property describing the deformability of rock material. In this paper, grain‐supported carbonates from Croatia are described and their elastic modulus and significant physical and mechanical properties are determined. The analysis of the collected data was performed in the R statistical environment. Estimation models based on multiple linear regression and the regression tree model were created. The methodology of model development and evaluation in R environment is described in detail. According to the more stringent coefficients (RMSECV and adjusted R2) used to evaluate the success of the estimation, simple regression tree models were found to perform well for the preliminary estimation, while more complex models based on Bagging performed very well.

Izvorni jezik
Engleski

Znanstvena područja
Matematika, Geologija, Rudarstvo, nafta i geološko inženjerstvo

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