Cell-level deep learning as proxy model for reservoir simulation and production forecasting

Abstract Optimizing strategies in the Oil and Gas Industry, particularly within reservoir engineering and management, remains a significant challenge due to the prohibitive computational time costs and high resource demands of current simulation methods, even for medium-sized reservoirs. Notably, ex...

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Bibliographic Details
Main Authors: Rafael M. Magalhães, Thiago J. Machado, Moisés D. Santos, Gustavo P. Oliveira
Format: Article
Language:English
Published: SpringerOpen 2025-02-01
Series:Journal of Petroleum Exploration and Production Technology
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Online Access:https://doi.org/10.1007/s13202-024-01889-2
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