| Physics-guided, physics-informed, and physics-encoded neural networks and operators in scientific computing: Fluid and solid mechanics SA Faroughi, NM Pawar, C Fernandes, M Raissi, S Das, NK Kalantari, ... Journal of Computing and Information Science in Engineering 24 (4), 040802, 2024 | 363* | 2024 |
| Risks and uncertainties in carbon capture, transport, and storage projects: A comprehensive review SK Mahjour, SA Faroughi Gas Science and Engineering 119, 205117, 2023 | 80 | 2023 |
| Physics-informed neural networks with periodic activation functions for solute transport in heterogeneous porous media SA Faroughi, R Soltanmohammadi, P Datta, SK Mahjour, S Faroughi Mathematics 12 (1), 63, 2023 | 69 | 2023 |
| Identification of flow units using methods of Testerman statistical zonation, flow zone index, and cluster analysis in Tabnaak gas field SK Mahjour, MKG Al-Askari, M Masihi Journal of Petroleum Exploration and Production Technology 6 (4), 577-592, 2016 | 45 | 2016 |
| Flow-units verification, using statistical zonation and application of Stratigraphic Modified Lorenz Plot in Tabnak gas field SK Mahjour, MKG Al-Askari, M Masihi Egyptian Journal of Petroleum 25 (2), 215-220, 2016 | 43 | 2016 |
| Selecting representative geological realizations to model subsurface CO2 storage under uncertainty SK Mahjour, SA Faroughi International Journal of Greenhouse Gas Control 127, 103920, 2023 | 30 | 2023 |
| Developing a workflow to select representative reservoir models combining distance-based clustering and data assimilation for decision making process SK Mahjour, AAS Santos, MG Correia, DJ Schiozer Journal of petroleum science and engineering 190, 107078, 2020 | 28 | 2020 |
| Developing a workflow to represent fractured carbonate reservoirs for simulation models under uncertainties based on flow unit concept SK Mahjour, MG Correia, AAS dos Santos, DJ Schiozer Oil & Gas Science and Technology–Revue d’IFP Energies nouvelles 74, 15, 2019 | 26 | 2019 |
| Geological insights from porosity analysis for sustainable development of santos basin’s presalt carbonate reservoir RG Vásconez Garcia, SM Mohammadizadeh, MCK Avansi, G Basilici, ... Sustainability 16 (13), 5730, 2024 | 19 | 2024 |
| Evaluation of unsupervised machine learning frameworks to select representative geological realizations for uncertainty quantification SK Mahjour, LOM da Silva, LAA Meira, GP Coelho, AAS dos Santos, ... Journal of Petroleum Science and Engineering 209, 109822, 2022 | 18 | 2022 |
| Scenario reduction methodologies under uncertainties for reservoir development purposes: distance-based clustering and metaheuristic algorithm SK Mahjour, AAS Santos, MG Correia, DJ Schiozer Journal of Petroleum Exploration and Production Technology 11 (7), 3079-3102, 2021 | 18 | 2021 |
| Uncertainty Quantification in CO2 Trapping Mechanisms: A Case Study of PUNQ-S3 Reservoir Model Using Representative Geological Realizations and … SK Mahjour, JH Badhan, SA Faroughi Energies 17 (5), 1180, 2024 | 16 | 2024 |
| ESM data downscaling: a comparison of super-resolution deep learning models NM Pawar, R Soltanmohammadi, SK Mahjour, SA Faroughi Earth Science Informatics 17 (4), 3511-3528, 2024 | 15 | 2024 |
| Geosystems risk and uncertainty: The application of ChatGPT with targeted prompting SK Mahjour, R Soltanmohammadi, E Heidaryan, SA Faroughi Geoenergy Science and Engineering 238, 212889, 2024 | 13 | 2024 |
| Using an integrated multidimensional scaling and clustering method to reduce the number of scenarios based on flow-unit models under geological uncertainties SK Mahjour, MG Correia, AAS Santos, DJ Schiozer Journal of Energy Resources Technology 142 (6), 063005, 2020 | 13 | 2020 |
| Selection of representative scenarios using multiple simulation outputs for robust well placement optimization in greenfields SK Mahjour, AAS Santos, SMG Santos, DJ Schiozer SPE Annual Technical Conference and Exhibition?, D011S020R003, 2021 | 10 | 2021 |
| Selection of representative general circulation models under climatic uncertainty for Western North America SK Mahjour, G Liguori, SA Faroughi Journal of Water and Climate Change 15 (2), 686-702, 2024 | 7 | 2024 |
| Two-Stage Scenario Reduction Process for An Efficient Robust Optimization SK Mahjour, AA de Souza dos Santos, MG Correia, DJ Schiozer European Association of Geoscientists & Engineers, ECMOR XVII, 1-25, 2020 | 6 | 2020 |
| Dimension-Adaptive Machine Learning for Efficient Uncertainty Quantification in Geological Carbon Storage Models SK Mahjour, A Saleh, SS Mahjour Processes 13 (6), 1834, 2025 | 5 | 2025 |
| Select Representative General Circulation Model Runs Using Envelope-Based Technique SK Mahjour, JP Tiefenbacher, SA Faroughi Journal of Climate 38 (7), 1627-1650, 2025 | 4 | 2025 |
Salah A. Faroughi, PhD, PEAssistant ProfessorVerified email at utah.edu
