| Generation of non-stationary stochastic fields using Generative Adversarial Networks A Abdellatif, AH Elsheikh, D Busby, P Berthet Frontiers in Earth Science 13, 2025 | 15* | 2025 |
| Generating unrepresented proportions of geological facies using generative adversarial networks A Abdellatif, AH Elsheikh, G Graham, D Busby, P Berthet Computers & Geosciences 162, 105085, 2022 | 12 | 2022 |
| Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture Synthesis A Abdellatif, AH Elsheikh, HP Menke arXiv preprint arXiv:2309.02340, 2024 | 7* | 2024 |
| A Benchmark Dataset for Machine Learning Surrogates of Pore-Scale CO2-Water Interaction A Abdellatif, HP Menke, J Maes, AH Elsheikh, F Doster arXiv preprint arXiv:2503.17592, 2025 | 1 | 2025 |
| Feature-Modulated UFNO for Improved Prediction of Multiphase Flow in Porous Media A Abdellatif, HP Menke, F Doster, K Singh, AH Elsheikh arXiv preprint arXiv:2511.20543, 2025 | | 2025 |
| A Deep-Learning Iterative Stacked Approach for Prediction of Reactive Dissolution in Porous Media M Cirne, H Menke, A Abdellatif, J Maes, F Doster, AH Elsheikh arXiv preprint arXiv:2503.08410, 2025 | | 2025 |
| PhD Thesis: Examining the generalization performance of Generative Adversarial Networks in geology A Abdellatif Heriot-Watt University, 2023 | | 2023 |
| Cholesky-factorized sparse Kernel in support vector machines A Abdellatif Universitat Politècnica de Catalunya, 2019 | | 2019 |
