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Keywords: computational efficiency
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Proceedings Papers
Integration of AI for Predicting Water Production and Enhancing Reservoir Management in Naturally Fractured Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Advances in Integrated Reservoir Modelling and Field Development Conference and Exhibition, June 2–4, 2025
Paper Number: SPE-225404-MS
..., indicating poor generalization and an inability to learn meaningful trends from the dataset. Given these results, ensemble models emerged as the best model, outperforming all others in both accuracy and computational efficiency, therefore it was further optimized, achieving an R 2 of 0.99 and an RMSE...
Proceedings Papers
Efficient and Effective Field Scale Simulation of Hydraulic Fractured Wells: Methodology and Application
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 14–16, 2015
Paper Number: SPE-175542-MS
... condensate reservoir, including well-test and long term forecast simulation cases. The benefits of each solution are compared in terms of accuracy, computational efficiency and ease of implementation. Numerical results indicated that EDFM and EFW represent powerful solutions for investigating the benefit...
