A novel automated and probabilistic EOR screening method to integrate theoretical screening criteria and real field EOR practices using machine learning algorithms M Tarrahi, S Afra, I Surovets SPE Russian Petroleum Technology Conference?, SPE-176725-MS, 2015 | 36 | 2015 |
Heterogeneous reservoir characterization using efficient parameterization through higher order SVD (HOSVD) E gildin, S Afra, M Tarrahi American Control Conference, 2014 | 35 | 2014 |
Tensor based geology preserving reservoir parameterization with Higher Order Singular Value Decomposition (HOSVD) S Afra, E Gildin Computers & geosciences 94, 110-120, 2016 | 28 | 2016 |
Permeability parametrization using higher order singular value decomposition (hosvd) E Gildin, S Afra 12 th International Conference on Machine Learning and Applications, 2013 | 24 | 2013 |
Assisted EOR Screening Approach for CO2 Flooding with Bayesian Classification and Integrated Feature Selection Techniques S Afra, M Tarrahi Carbon Management Technology Conference, CMTC-440237-MS, 2015 | 16 | 2015 |
Efficient inference of reservoir parameter distribution utilizing higher order SVD Reparameterization S Afra, E Gildin ECMOR XIV-14th European Conference on the Mathematics of Oil Recovery 2014 …, 2014 | 14 | 2014 |
A multi-input multi-label claims channeling system using insurance-based language models A Dimri, A Paul, D Girish, P Lee, S Afra, A Jakubowski Expert Systems with Applications 202, 117166, 2022 | 10 | 2022 |
Optimization of Geological Carbon Sequestration in Heterogeneous Saline Aquifers through Managed Injection for Uniform CO2 Distribution M Tarrahi, S Afra Carbon Management Technology Conference, CMTC-440233-MS, 2015 | 10 | 2015 |
Studying the possibility of peaking phenomenon in linear support vector machines with non-separable data S Afra, U Braga-Neto 2011 IEEE International Workshop on Genomic Signal Processing and Statistics …, 2011 | 8 | 2011 |
Enhancing claims handling processes with insurance based language models A Dimri, S Yerramilli, P Lee, S Afra, A Jakubowski 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 7 | 2019 |
An efficient EOR screening approach with statistical pattern recognition: impact of rock/fluid feature selection and extraction S Afra, M Tarrahi Offshore Technology Conference, D041S045R007, 2016 | 7 | 2016 |
Improved geological model calibration through sparsity-promoting Ensemble Kalman filter M Tarrahi, S Afra Offshore Technology Conference, D041S056R006, 2016 | 5 | 2016 |
A cnn model for measuring driver risk using synthetic images from accelerometer data D Wang, B Gopalakrishnan, S Afra, AR Wisseman Proceedings of the 1st SIAM Workshop on Artificial Intelligence in Insurance, 2018 | 4 | 2018 |
Heterogeneous Reservoir Characterization Utilizing Efficient Geology Preserving Reservoir Parameterization through Higher Order Singular Value Decomposition (HOSVD) S Afra | 4 | 2015 |
Geological Carbon Sequestration Optimization via Injection Scenario Management Posters M Tarrahi, S Afra 2016 AGU Fall Meeting, 2016 | | 2016 |
Markov-Chain Monte Carlo with Locally Varying Mean Kriging for Improved Reservoir Model Calibration and Uncertainty Assessment M Tarrahi, S Afra SPE Europec featured at EAGE Conference and Exhibition?, SPE-180189-MS, 2016 | | 2016 |
Assisted History Matching and Uncertainty Analysis by Geologically Consistent Sampling M Tarrahi, S Afra, Y BuSaleh SPE Kingdom of Saudi Arabia Annual Technical Symposium and Exhibition, SPE …, 2016 | | 2016 |