Projects per year
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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Dive into the research topics where Umair Waheed 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
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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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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
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Physics-Informed Fourier-DeepONet for a generalized eikonal solution
Liu, Z., Archibong, G., Waheed, U. B., Wang, S. & Song, C., Jan 2026, In: Computers and Geosciences. 206, 106026.Research output: Contribution to journal › Article › peer-review
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Accelerating the convergence of physics-informed neural networks for seismic wave simulation
Zou, J., Liu, C., Wang, Y., Song, C., Waheed, U. B. & Zhao, P., 1 Mar 2025, In: Geophysics. 90, 2, p. T23-T32Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Accurate velocity estimation from surface-consistent residual statics
Muhammad, A., Edigbue, P., Hanafy, S., Waheed, U. B. & Al-Shuhail, A., Dec 2025, In: Scientific Reports. 15, 1, 34916.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
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