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Sardar Afra
Sardar Afra
Manager of Data Science at American Family Insurance
Verified email at amfam.com
Title
Cited by
Cited by
Year
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
362015
Heterogeneous reservoir characterization using efficient parameterization through higher order SVD (HOSVD)
E gildin, S Afra, M Tarrahi
American Control Conference, 2014
352014
Tensor based geology preserving reservoir parameterization with Higher Order Singular Value Decomposition (HOSVD)
S Afra, E Gildin
Computers & geosciences 94, 110-120, 2016
282016
Permeability parametrization using higher order singular value decomposition (hosvd)
E Gildin, S Afra
12 th International Conference on Machine Learning and Applications, 2013
242013
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
162015
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
142014
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
102022
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
102015
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
82011
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
72019
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
72016
Improved geological model calibration through sparsity-promoting Ensemble Kalman filter
M Tarrahi, S Afra
Offshore Technology Conference, D041S056R006, 2016
52016
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
42018
Heterogeneous Reservoir Characterization Utilizing Efficient Geology Preserving Reservoir Parameterization through Higher Order Singular Value Decomposition (HOSVD)
S Afra
42015
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
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