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Motaz Alfarraj
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Year
A machine-learning benchmark for facies classification
Y Alaudah, P Michałowicz, M Alfarraj, G AlRegib
Interpretation 7 (3), SE175-SE187, 2019
1472019
Semisupervised sequence modeling for elastic impedance inversion
M Alfarraj, G AlRegib
Interpretation 7 (3), SE237-SE249, 2019
1082019
Semi-supervised learning for acoustic impedance inversion
M Alfarraj, G AlRegib
SEG Technical Program Expanded Abstracts 2019, 2298-2302, 2019
103*2019
Petrophysical property estimation from seismic data using recurrent neural networks
M Alfarraj, G AlRegib
SEG Technical Program Expanded Abstracts 2018, 2141-2146, 2018
922018
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
75*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
722018
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
Spatiotemporal modeling of seismic images for acoustic impedance estimation
A Mustafa, M Alfarraj, G AlRegib
SEG International Exposition and Annual Meeting, D041S101R005, 2020
252020
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
242018
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
232021
Content-adaptive Non-parametric Texture Similarity Measure
M Alfarraj, Y Alaudah, G AlRegib
2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP …, 2016
182016
Semisupervised sequence modeling for elastic impedance inversion: Interpretation, 7
M Alfarraj, G AlRegib
SE237–SE249, 2019
162019
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
132018
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
122018
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
122015
FaciesViT: Vision Transformer for an Improved Core Lithofacies Prediction
A Koeshidayatullah, S Al-Azani, EE Baraboshkin, M Alfarraj
Frontiers in Earth Science, 1788, 2022
112022
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
92021
Multiscale fusion for seismic geometric attribute enhancement
M Alfarraj, H Di, G AlRegib
SEG International Exposition and Annual Meeting, SEG-2017-17750698, 2017
82017
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
72023
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