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Muhammad Kathrada
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Proceedings Papers

Enhanced Uncertainty Quantification of Reservoir Simulation Models Through Synergistic Integration of Particle Swarm Optimisation with the Ensemble Kalman Smoother

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Muhammad Kathrada, Derric Ong, Edward Evans
Paper presented at the SPE Reservoir Simulation Conference, March 25–27, 2025
Paper Number: SPE-223832-MS
https://doi.org/10.2118/223832-MS
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View Paper titled, Enhanced Uncertainty Quantification of Reservoir Simulation Models Through Synergistic Integration of Particle Swarm Optimisation with the Ensemble Kalman Smoother
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Proceedings Papers

Combining Sparse Data with Reaction Kinetics Using Fuzzy Logic to Predict Reservoir Souring

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Muhammad Kathrada
Paper presented at the International Petroleum Technology Conference, March 23–April 1, 2021
Paper Number: IPTC-21394-MS
https://doi.org/10.2523/IPTC-21394-MS
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View Paper titled, Combining Sparse Data with Reaction Kinetics Using Fuzzy Logic to Predict Reservoir Souring
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Proceedings Papers

A Pragmatic Approach to Reservoir Simulation Optimisation Under Uncertainty

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Muhammad Kathrada, Khairul Azri
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196659-MS
https://doi.org/10.2118/196659-MS
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View Paper titled, A Pragmatic Approach to Reservoir Simulation Optimisation Under Uncertainty
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Proceedings Papers

Visual Recognition of Drill Cuttings Lithologies Using Convolutional Neural Networks to Aid Reservoir Characterisation

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Muhammad Kathrada, Benjamin Jacob Adillah
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196675-MS
https://doi.org/10.2118/196675-MS
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View Paper titled, Visual Recognition of Drill Cuttings Lithologies Using Convolutional Neural Networks to Aid Reservoir Characterisation
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Proceedings Papers

Compositional Subsurface-Surface Simulation of a Complex Miscible Acid Gas Injection System

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Muhammad Kathrada
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 14–16, 2015
Paper Number: SPE-175585-MS
https://doi.org/10.2118/175585-MS
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View Paper titled, Compositional Subsurface-Surface Simulation of a Complex Miscible Acid Gas Injection System
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Proceedings Papers

Looking for the Hurricane in Reservoir Simulation Uncertainty Modelling

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Muhammad Kathrada, Ahmed H. Alhutheli
Paper presented at the SPE Middle East Oil and Gas Show and Conference, March 10–13, 2013
Paper Number: SPE-164292-MS
https://doi.org/10.2118/164292-MS
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View Paper titled, Looking for the Hurricane in Reservoir Simulation Uncertainty Modelling
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Proceedings Papers

Characterisation of Hydrocarbon Fluids for Integrated Production Modelling

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Muhammad Kathrada, Aimara Fuenmayor
Paper presented at the SPE Middle East Oil and Gas Show and Conference, March 10–13, 2013
Paper Number: SPE-164224-MS
https://doi.org/10.2118/164224-MS
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View Paper titled, Characterisation of Hydrocarbon Fluids for Integrated Production Modelling
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Proceedings Papers

Case Studies of Successfully History Matched Reservoir Simulation Models using a Powerful Optimiser being of Limited Predictive Value

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Muhammad Kathrada, Jonathan N. Carter
Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 1–4, 2010
Paper Number: SPE-136659-MS
https://doi.org/10.2118/136659-MS
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View Paper titled, Case Studies of Successfully History Matched Reservoir Simulation Models using a Powerful Optimiser being of Limited Predictive Value
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