Investigating the capability of data-driven proxy models as solution for reservoir geological uncertainty quantification RA Kolajoobi, H Haddadpour, ME Niri Journal of Petroleum Science and Engineering 205, 108860, 2021 | 15 | 2021 |
Developing grid-based smart proxy model to evaluate various water flooding injection scenarios Y Haghshenas, M Emami Niri, S Amini, R Amiri Kolajoobi Petroleum Science and Technology 38 (17), 870-881, 2020 | 15 | 2020 |
A physically-supported data-driven proxy modeling based on machine learning classification methods: Application to water front movement prediction Y Haghshenas, ME Niri, S Amini, RA Kolajoobi Journal of Petroleum Science and Engineering 196, 107828, 2021 | 10 | 2021 |
Metaheuristic optimization approaches to predict shear-wave velocity from conventional well logs in sandstone and carbonate case studies ME Niri, RA Kolajoobi, MK Arbat, MS Raz Journal of Geophysics and Engineering 15 (3), 1071-1083, 2018 | 10 | 2018 |
Localised sensitivity analysis scheme for 4D seismic history matching parameterization RA Kolajoobi, C MacBeth, J Landa 84th EAGE Annual Conference & Exhibition 2023 (1), 1-5, 2023 | 3 | 2023 |
Efficient Dimensionality Reduction and Localized Sensitivity Analysis for 4D Seismic History Matching Parameterization RA Kolajoobi, C MacBeth, J Landa, R Chassagne 83rd EAGE Annual Conference & Exhibition 2022 (1), 1-5, 2022 | 3 | 2022 |
A Data-Driven proxy modeling approach adapted to well placement optimization problem R Amiri Kolajoobi, M Emami Niri, S Amini, Y Haghshenas Journal of Energy Resources Technology 145 (1), 013401, 2023 | 2 | 2023 |
Small-Scale or Large-Scale Machine Learning Proxy Models? a Real Field Case Study RA Kolajoobi, C MacBeth, J Landa Fourth EAGE Digitalization Conference & Exhibition 2024 (1), 1-5, 2024 | | 2024 |
Ann Proxy Model for Seismic Forward Modelling; a 4D Seismic History Matching Case Study RA Kolajoobi, C MacBeth, J Landa Fifth EAGE Conference on Petroleum Geostatistics 2023 (1), 1-5, 2023 | | 2023 |
Enhancing 4D Seismic History Matching and Reservoir Monitoring by Local Exploration of the Uncertainty Space of Seismic Data R Amiri, C Macbeth, J Landa, R Chassagne First EAGE/SBGf Workshop on Reservoir Monitoring and its Role in the Energy …, 2022 | | 2022 |
Implementing the teaching-learning based optimization algorithm to predict shear wave velocity from well logs in sandstone and carbonate case studies R Amiri Kolajoobi, M Emami Niri Oil Geomechanic 1 (2), 86-99, 2017 | | 2017 |