A machine-learning benchmark for facies classification Y Alaudah, P Michałowicz, M Alfarraj, G AlRegib Interpretation 7 (3), SE175-SE187, 2019 | 149 | 2019 |
Semisupervised sequence modeling for elastic impedance inversion M Alfarraj, G AlRegib Interpretation 7 (3), SE237-SE249, 2019 | 108 | 2019 |
Semi-supervised learning for acoustic impedance inversion M Alfarraj, G AlRegib SEG Technical Program Expanded Abstracts 2019, 2298-2302, 2019 | 106* | 2019 |
Petrophysical property estimation from seismic data using recurrent neural networks M Alfarraj, G AlRegib SEG Technical Program Expanded Abstracts 2018, 2141-2146, 2018 | 93 | 2018 |
Estimation of acoustic impedance from seismic data using temporal convolutional network A Mustafa, M Alfarraj, G AlRegib SEG Technical Program Expanded Abstracts 2019, 2554-2558, 2019 | 76* | 2019 |
Subsurface structure analysis using computational interpretation and learning: A visual signal processing perspective G AlRegib, M Deriche, Z Long, H Di, Z Wang, Y Alaudah, MA Shafiq, ... IEEE Signal Processing Magazine 35 (2), 82-98, 2018 | 73 | 2018 |
Structure label prediction using similarity-based retrieval and weakly supervised label mapping Y Alaudah, M Alfarraj, G AlRegib Geophysics 84 (1), V67-V79, 2018 | 39* | 2018 |
Joint learning for spatial context-based seismic inversion of multiple data sets for improved generalizability and robustness A Mustafa, M Alfarraj, G AlRegib Geophysics 86 (4), O37-O48, 2021 | 25 | 2021 |
Spatiotemporal modeling of seismic images for acoustic impedance estimation A Mustafa, M Alfarraj, G AlRegib SEG International Exposition and Annual Meeting, D041S101R005, 2020 | 25 | 2020 |
A comparative study of texture attributes for characterizing subsurface structures in seismic volumes Z Long, Y Alaudah, M Ali Qureshi, Y Hu, Z Wang, M Alfarraj, G AlRegib, ... Interpretation 6 (4), T1055-T1066, 2018 | 25 | 2018 |
Semisupervised sequence modeling for elastic impedance inversion: Interpretation, 7 M Alfarraj, G AlRegib SE237–SE249, 2019 | 18 | 2019 |
Content-adaptive Non-parametric Texture Similarity Measure M Alfarraj, Y Alaudah, G AlRegib 2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP …, 2016 | 18 | 2016 |
Three‐dimensional curvature analysis of seismic waveforms and its interpretational implications H Di, M Alfarraj, G AlRegib Geophysical Prospecting 67 (2), 265-281, 2019 | 13* | 2019 |
Multiresolution analysis and learning for computational seismic interpretation M Alfarraj, Y Alaudah, Z Long, G AlRegib The Leading Edge 37 (6), 443-450, 2018 | 13 | 2018 |
FaciesViT: Vision Transformer for an Improved Core Lithofacies Prediction A Koeshidayatullah, S Al-Azani, EE Baraboshkin, M Alfarraj Frontiers in Earth Science, 1788, 2022 | 12 | 2022 |
Petrophysical property estimation from seismic data using recurrent neural networks: 88th Annual International Meeting, SEG, Expanded Abstracts, 2141–2146, doi: 10.1190 … M Alfarraj, G AlRegib Abstract, 2018 | 12 | 2018 |
Characterization of migrated seismic volumes using texture attributes: a comparative study Z Long*, Y Alaudah, MA Qureshi, MA Farraj, Z Wang, A Amin, M Deriche, ... SEG Technical Program Expanded Abstracts 2015, 1744-1748, 2015 | 12 | 2015 |
Artificial intelligence for control and optimization of boilers’ performance and emissions: A review MA Nemitallah, MA Nabhan, M Alowaifeer, A Haeruman, F Alzahrani, ... Journal of Cleaner Production, 138109, 2023 | 9 | 2023 |
Fabric surface characterization: Assessment of deep learning-based texture representations using a challenging dataset Y Hu, Z Long, A Sundaresan, M Alfarraj, G AlRegib, S Park, S Jayaraman The Journal of The Textile Institute 112 (2), 293-305, 2021 | 9 | 2021 |
Multiscale fusion for seismic geometric attribute enhancement M Alfarraj, H Di, G AlRegib SEG International Exposition and Annual Meeting, SEG-2017-17750698, 2017 | 8 | 2017 |