| Physics-guided, physics-informed, and physics-encoded neural networks in scientific computing SA Faroughi, N Pawar, C Fernandes, M Raissi, S Das, NK Kalantari, ... arXiv preprint arXiv:2211.07377, 2022 | 44 | 2022 |
| 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, 577-592, 2016 | 36 | 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 | 29 | 2016 |
| 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 | 24 | 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 | 24 | 2019 |
| 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 | 16 | 2023 |
| 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 | 13 | 2022 |
| Selecting representative geological realizations to model subsurface CO2 storage under uncertainty SK Mahjour, SA Faroughi International Journal of Greenhouse Gas Control 127, 103920, 2023 | 11 | 2023 |
| 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 | 11 | 2020 |
| Risks and uncertainties in carbon capture, transport, and storage projects: A comprehensive review SK Mahjour, SA Faroughi Gas Science and Engineering, 205117, 2023 | 10 | 2023 |
| 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 | 9 | 2021 |
| 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 | 7 | 2021 |
| 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 | 5 | 2024 |
| Physics-guided, physics-informed, and physics-encoded neural networks in scientific computing, arXiv SA Faroughi, N Pawar, C Fernandes, S Das, NK Kalantari, SK Mahjour | 5 | 2022 |
| 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 | 4 | 2020 |
| 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 & Environmental Biotechnology 6 (6), 1, 2015 | 4 | 2015 |
| Spatiotemporal Down-Scaling for Multiphase Flow in Porous Media using Implicit Hypernetwork Neural Representation N Pawar, SK Mahjour, NK Kalantari, S Faroughi AGU Fall Meeting Abstracts 2022, H45M-1555, 2022 | 3 | 2022 |
| Flow units characterization methods in a synthetic carbonate reservoir model SK Mahjour, MG Correia, AA de Souza dos Santos, DJ Schiozer 9° Congresso Brasileiro de P&D em Petróleo e Gás, 2017 | 2 | 2017 |
| Numerical Modeling of Greenfield Carbon Storage Under Geological Uncertainty SK Mahjour, S Faroughi AGU Fall Meeting Abstracts 2022, GC12E-0490, 2022 | 1 | 2022 |
| USING DATA MANAGEMENT APPROACHES TO IMPROVE DECISION ANALYSIS IN PETROLEUM FIELD DEVELOPMENT UNDER UNCERTAINTY SK MAHJOUR | 1 | 2020 |
Salah A. Faroughi, PhD, PEAssistant Professor, Texas State UniversityVerified email at txstate.edu
