Projects per year
Personal profile
Research interests
Seismic Reflection (Processing, Migration, And Fwi), Seismic Refraction (Tomography And Ewi) , Geoelectric, Gpr, Machine Learning
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 Sherif Mahmoud 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
- 2 Finished
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Seismic deconvolution and data compression using deep machine learning techniques
Mahmoud, S. (PI), Al-Shaikhi, A. (CoI), Liu, B. (CoI) & Mohandes, M. (CoI)
1/09/21 → 31/08/22
Project: Research
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An End-to-End Framework for Robust Acquisition and Processing of Seismic Data Using Compressed Sensing and Deep Learning
Masood, M. (PI), Alfarraj, M. (CoI), Deriche, M. (CoI), Iqbal, N. (CoI), Mahmoud, S. (CoI) & Mohandes, M. (CoI)
1/07/21 → 1/07/23
Project: Research
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Machine learning-driven permeability prediction in carbonates and sandstones using NMR relaxation data
Kellal, S., Nandito, D., El-Husseiny, A., Hassan, A. & Hanafy, S. M., Mar 2026, In: Artificial Intelligence in Geosciences. 7, 1, 100193.Research output: Contribution to journal › Article › peer-review
Open Access -
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 -
Data Quality Aware Deep Learning for Reliable Seismic Event Detection
Ahmad, N., Khan, S., Alam, G. & Hanafy, S. M., 2025, In: IEEE Access. 13, p. 213182-213193 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Efficient CO2monitoring by parsimonious refraction interferometry
Schuster, G. T., Hanafy, S., McPherson, B. & Feng, S., 1 Sep 2025, In: Geophysics. 90, 5, p. Q11-Q19Research output: Contribution to journal › Article › peer-review
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Enhancing the accuracy of seismic velocity in near-surface layers through Laplacian spectra analysis of weighted graphs
Alfuraidan, M. R., Al-Shuhail, A. A., Hanafy, S. M. & Sarumi, I. O., Dec 2025, In: Scientific Reports. 15, 1, 15488.Research output: Contribution to journal › Article › peer-review
Open Access