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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Automating hyperparameter optimization in geophysics with Optuna: A comparative study
Almarzooq, H. & bin Waheed, U., Jun 2024, In: Geophysical Prospecting. 72, 5, p. 1778-1788 11 p.Research output: Contribution to journal › Article › peer-review
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En-DeepONet: An enrichment approach for enhancing the expressivity of neural operators with applications to seismology
Haghighat, E., Waheed, U. B. & Karniadakis, G., 15 Feb 2024, In: Computer Methods in Applied Mechanics and Engineering. 420, 116681.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging
Bashir, Y., Waheed, U. B., Ali, S. H., Karaman, A. & İmren, C., May 2024, In: Computers and Geosciences. 187, 105576.Research output: Contribution to journal › Article › peer-review
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Introduction to special issue on machine learning applications in geophysical exploration and monitoring
Waheed, U. B., Di, H., Sun, J. & Angus, D., Jan 2024, In: Geophysical Prospecting. 72, 1, p. 3-6 4 p.Research output: Contribution to journal › Editorial
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Leveraging automated deep learning (AutoDL) in geosciences
Davy, N., Waheed, U. B., Koeshidayatullah, A., El-Husseiny, A., Ayranci, K., Harris, N. B. & Dong, T., Jun 2024, In: Computers and Geosciences. 188, 105600.Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Prizes
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Early Career Research Award 2022
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), 2022
Prize