Personal profile
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 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action
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Collaborations and top research areas from the last five years
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Learning the wavefield modeling operator using physics-informed DeepONet
Waheed, U. (PI)
Project: Research
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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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Joint geophysical inversion using physics-informed machine learning
Waheed, U. (PI)
1/06/22 → 1/08/22
Project: Research
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GeoML: Integrated geophysical imaging driven by machine learning
Waheed, U. (PI) & Soupios, P. (CoI)
1/11/21 → 1/11/22
Project: Research
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A Generalized Eikonal Solver Using Operator Learning
Archibong, G., Waheed, U. B. & Wang, S., 2026, In: IEEE Transactions on Geoscience and Remote Sensing. 64, 5906911.Research output: Contribution to journal › Article › peer-review
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A novel deep-learning model to convert DAS strain to geophone particle velocity: application to PoroTomo data from the Brady geothermal field
Al-Qadasi, B., Cui, Y., Waheed, U. B. & Wang, H. F., 2 Feb 2026, In: Scientific Reports. 16, 1, p. 7001 1 p.Research output: Contribution to journal › Article › peer-review
Open Access -
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 -
Effect of data filtering on source mechanisms inverted from surface microseismic monitoring array
Chtouki, T., Petružálek, M., Staněk, F., Eisner, L., Jechumtálová, Z., Iqbal, N. & Waheed, U. B., Feb 2026, In: Journal of Applied Geophysics. 245, 106070.Research output: Contribution to journal › Article › peer-review
2 Scopus citations
Prizes
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Early Career Researcher Award 2023
Obaidullah, I. (Recipient), Alsharafi, A. M. (Recipient), Baig, N. (Recipient), Waheed, U. (Recipient), Ali, S. (Recipient), Abdul Jameel, A. G. (Recipient), Khalid, H. R. (Recipient) & ElHusseiny, A. (Recipient), May 2023
Prize