Semi-automated porosity identification from thin section images using image analysis and intelligent discriminant classifiers J Ghiasi-Freez, I Soleimanpour, A Kadkhodaie-Ilkhchi, M Ziaii, M Sedighi, ... Computers & geosciences 45, 36-45, 2012 | 68 | 2012 |
Improving water saturation estimation in a tight shaly sandstone reservoir using artificial neural network optimized by imperialist competitive algorithm–A case study M Amiri, J Ghiasi-Freez, B Golkar, A Hatampour Journal of Petroleum Science and Engineering 127, 347-358, 2015 | 56 | 2015 |
Improving the accuracy of flow units prediction through two committee machine models: an example from the South Pars Gas Field, Persian Gulf Basin, Iran J Ghiasi-Freez, A Kadkhodaie-Ilkhchi, M Ziaii Computers & Geosciences 46, 10-23, 2012 | 54 | 2012 |
Two intelligent pattern recognition models for automatic identification of textural and pore space characteristics of the carbonate reservoir rocks using thin section images O Borazjani, J Ghiasi-Freez, A Hatampour Journal of Natural Gas Science and Engineering 35, 944-955, 2016 | 28 | 2016 |
Improving pore type identification from thin section images using an integrated fuzzy fusion of multiple classifiers A Mollajan, J Ghiasi-Freez, H Memarian Journal of Natural Gas Science and Engineering 31, 396-404, 2016 | 20 | 2016 |
Application of discriminant analysis for studying the source rock potential of probable formations in the Lorestan Basin, Iran A Negahdari, M Ziaii, J Ghiasi-Freez International Journal of Mining and Geo-Engineering 48 (1), 31-54, 2014 | 17 | 2014 |
The application of committee machine with intelligent systems to the prediction of permeability from petrographic image analysis and well logs data: a case study from the South … J Ghiasi-Freez, A Kadkhodaie-Ilkhchi, M Ziaii Petroleum science and technology 30 (20), 2122-2136, 2012 | 17 | 2012 |
Application of optimized neural network models for prediction of nuclear magnetic resonance parameters in carbonate reservoir rocks J Ghiasi-Freez, A Hatampour, P Parvasi International Journal of Intelligent Systems and Applications 7 (6), 21, 2015 | 12 | 2015 |
Improving permeability estimation of carbonate rocks using extracted pore network parameters: a gas field case study MS Jamshidi Gohari, M Emami Niri, J Ghiasi-Freez Acta Geophysica 69 (2), 509-527, 2021 | 10 | 2021 |
Porosity classification from thin sections using image analysis and neural networks including shallow and deep learning in Jahrum formation M Abedini, M Ziaii, Y Negahdarzadeh, J Ghiasi-Freez Journal of Mining and Environment 9 (2), 513-525, 2018 | 10 | 2018 |
Prediction of flow units in heterogeneous carbonate reservoirs using intelligently derived formula: Case study in an Iranian reservoir A Hatampour, J Ghiasi-Freez, I Soleimanpour Arabian Journal for Science and Engineering 39 (7), 5459-5473, 2014 | 9 | 2014 |
The automated Dunham classification of carbonate rocks through image processing and an intelligent model J Ghiasi-Freez, S Honarmand-Fard, M Ziaii Petroleum science and technology 32 (1), 100-107, 2014 | 8 | 2014 |
A reservoir rock porosity estimation through image analysis and fuzzy logic techniques J Ghiasi-Freez, M Ziaii, A Kadkhodaie-Ilkhchi, J Honarmand Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 36 …, 2014 | 7 | 2014 |
A fuzzy logic model for predicting dipole shear sonic imager parameters from conventional well logs A Hatampour, J Ghiasi-Freez Petroleum science and technology 31 (24), 2557-2568, 2013 | 7 | 2013 |
Pore type classification using multi-class classifiers: Application in rock physics modelling J Sharifi, J Ghiasi-Freez, SM Taheri 82nd EAGE Annual Conference & Exhibition 2021 (1), 1-5, 2021 | 6 | 2021 |
Synthetic graphic well log generation using an enhanced deep learning workflow: imbalanced multiclass data, sample size, and scalability challenges MS Jamshidi Gohari, ME Niri, S Sadeghnejad, J Ghiasi-Freez SPE Journal 29 (01), 1-20, 2024 | 3 | 2024 |
Hydrocarbon potential of Kangan and Dalan formations using organic geochemistry, mineralogy, and petrography MR Adelzadeh, A Hatampour, J Ghiasi-Freez Petroleum science and technology 32 (18), 2159-2167, 2014 | 3 | 2014 |
Using committee machine with intelligent systems for permeability prediction, a case study of South Pars Gas Field, Persian Gulf, Iran A Hatampour, J Ghiasi-Freez, MR Adelzadeh 2012 International Conference on Computer & Information Science (ICCIS) 1 …, 2012 | 3 | 2012 |
The application of Committee machine with particle swarm optimization to the assessment of permeability based on thin section image analysis M Abedini, M Ziaii, J Ghiasi-Freez International Journal of Mining and Geo-Engineering 52 (2), 177-185, 2018 | 2 | 2018 |
The Effect of Dolomitization on the Petrophysical Characteristics of the Kangan Formation Using Petrography and Geochemical Analyses A Hatampour, J Ghiasi-Freez, R Razmi Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 37 …, 2015 | 2 | 2015 |