Projects per year
Personal profile
Research interests
Unconventional Sedimentology, Stratigraphy, Ichnology, Forward Stratigraphic Modelling, Marine Geology
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 6 Clean Water and Sanitation -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 14 Life Below Water -
SDG 15 Life on Land -
SDG 17 Partnerships for the Goals
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Dive into the research topics where Korhan Ayranci is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 3 Finished
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Lithofacies classification using explainable deep learning
Ayranci, K. (PI) & Waheed, U. (CoI)
1/12/22 → 1/12/23
Project: Research
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Application of Local Kaolinite Clays as Secondary Cementitious Materials in Oil Well Cementing of Saudi Arabian Oil and Gas Wells
AlShehri, D. (PI), Ayranci, K. (CoI), Mahmoud, M. (CoI) & Mahmoud, A. (CoI)
1/01/22 → 31/12/22
Project: Research
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Comparative study of optimized rock-physics templates (RPTs) and machine learning (ML) approaches for sweet spot delineation in shale gas reservoir
Davy, N., El-Husseiny, A., Fawad, M., Waheed, U. B., Ayranci, K. & Harris, N. B., May 2026, In: Unconventional Resources. 11, 100334.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep learning with Fourier Neural Operators for sedimentary structure recognition
Abdlmutalib, A. J., Ayranci, K., Waheed, U. B., MacEachern, J. A. & Traversa, A., Jun 2026, In: Artificial Intelligence in Geosciences. 7, 2, 100229.Research output: Contribution to journal › Article › peer-review
Open Access -
Impact of Bioturbation on Sandstone Brittleness: Insights from the Qassim Formation, Northwestern Saudi Arabia
Salih, M., Eltom, H. A., El-Husseiny, A. & Ayranci, K., Jan 2026, In: Arabian Journal for Science and Engineering. 51, 2, p. 1975-1992 18 p.Research output: Contribution to journal › Article › peer-review
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Opening the black box: explainable AI for automated bioturbation analysis in cores and outcrops
Ayranci, K., Yildirim, I. E., Yildirim, E. U., bin Waheed, U. & MacEachern, J. A., Dec 2026, In: Scientific Reports. 16, 1, 9725.Research output: Contribution to journal › Article › peer-review
Open Access -
Advancing shale geochemistry: Predicting major oxides and trace elements using machine learning in well-log analysis of the Horn River Group shales
Abdlmutalib, A. J., Ayranci, K., Waheed, U. B., Harris, N. B. & Dong, T., 8 May 2025, In: International Journal of Coal Geology. 304, 104767.Research output: Contribution to journal › Article › peer-review
4 Scopus citations