Non-destructive test-based assessment of uniaxial compressive strength and elasticity modulus of intact carbonate rocks using stacking ensemble models

Davood Fereidooni; Zohre Karimi; Fatemeh Ghasemi

doi:10.1371/journal.pone.0302944

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Open Access

Peer-reviewed

Research Article

Non-destructive test-based assessment of uniaxial compressive strength and elasticity modulus of intact carbonate rocks using stacking ensemble models

Davood Fereidooni ,

Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

* E-mail: d.fereidooni@du.ac.ir

Affiliation School of Earth Sciences, Damghan University, Damghan, Semnan, Iran

https://orcid.org/0000-0003-4534-7684

⨯
Zohre Karimi,

Roles Formal analysis, Software, Validation, Writing – original draft

Affiliation School of Engineering, Damghan University, Damghan, Semnan, Iran
⨯
Fatemeh Ghasemi

Roles Formal analysis, Investigation, Software

Affiliation School of Earth Sciences, Damghan University, Damghan, Semnan, Iran
⨯

Non-destructive test-based assessment of uniaxial compressive strength and elasticity modulus of intact carbonate rocks using stacking ensemble models

Davood Fereidooni,
Zohre Karimi,
Fatemeh Ghasemi

Published: June 10, 2024
https://doi.org/10.1371/journal.pone.0302944

About the Authors

Davood Fereidooni

Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

* E-mail: d.fereidooni@du.ac.ir

Affiliation School of Earth Sciences, Damghan University, Damghan, Semnan, Iran

https://orcid.org/0000-0003-4534-7684

Zohre Karimi

Roles Formal analysis, Software, Validation, Writing – original draft

Affiliation School of Engineering, Damghan University, Damghan, Semnan, Iran

Fatemeh Ghasemi

Roles Formal analysis, Investigation, Software

Affiliation School of Earth Sciences, Damghan University, Damghan, Semnan, Iran

Competing Interests

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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Limestone
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Machine learning
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Trees
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Optimization
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Carbonates
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Artificial neural networks
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Neurons
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Ensemble methods
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