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Application of Recently Developed Boosting Ensemble Machine Learning Algorithms in Carbon Capture and Storage Feasibility Assessment to Predict Subsurface Porosity

Crossref DOI link: https://doi.org/10.1007/978-981-96-5059-0_17

Published Online: 2025-07-26

Published Print: 2025

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Sandunil, Kushan https://orcid.org/0000-0001-5997-6516
Bennour, Ziad https://orcid.org/0000-0002-5435-626X
Sivakumar, Saaveethya https://orcid.org/0000-0003-3185-0350
Mahmud, Hisham Ben https://orcid.org/0000-0002-8231-9730
Giwelli, Ausama https://orcid.org/0000-0002-5288-056X
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Text and Data Mining valid from 2025-01-01

Version of Record valid from 2025-01-01
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Chapter History

First Online: 26 July 2025

Ethics Statement

: Not applicable.

: Consent for the publication of this study from the concerned individual has been obtained.

: Dataset will not be shared publicly since it is owned by a third party.

: Curtin Malaysia Postgraduate Research Scholarship (CMPRS) allocated the research grant for the study.

: The authors have declared that no competing interests exist.

: Kushan Sandunil: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing—original draft. Ziad Bennour: Conceptualization, Methodology, Supervision, Funding acquisition, Resources, Writing—review and editing. Saaveethya Sivakumar: Supervision, Writing—review and editing. Hisham Ben Mahmud: Supervision, Funding acquisition, Writing—review and editing. Ausama Giwelli: Supervision, Writing—review and editing.

Conference Information

Conference Acronym: ICETe

Conference Name: International Conference on Energy Transition and Exhibition

Conference City: Miri

Conference Country: Malaysia

Conference Year: 2024

Conference Start Date: 4 September 2024

Conference End Date: 6 September 2024

Conference ID: icete-12024

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