... upscaling procedure are of similar accuracy to the coarse results using full numerical upscaling. Because the fine-scale numerical simulation is only performed for a small fraction of the model, significant speedup is achieved. scaling method upstream oil & gas machine learning local region...

... scaling method machine learning reservoir simulation neural network Artificial Intelligence Upstream Oil & Gas Proc fractured media Fluid Dynamics discrete-fracture model analytical solution Durlofsky equivalent permeability tensor cnn model permeability equivalent permeability deep...

...-scaling process. scaling method classification machine learning Reservoir Characterization Upstream Oil & Gas information reservoir simulation up-scaling technique Artificial Intelligence facies-group log electro-facies log litho-seismic classification multiplier coefficient...

... scaling method production logging production monitoring Reservoir Characterization enhanced recovery flow in porous media Fluid Dynamics wdgr Dimensional analysis production control Reservoir Surveillance Upstream Oil & Gas pressure drop production rate reservoir simulation...

... a methodology to assess the impact of the preservation of geological heterogeneities. Sensitivity tests to various grid sizes have been carried out to determine what level of detail needs to be retained to achieve representative well production forecasts. flow in porous media resolution scaling method...

...; • being efficient enough in terms of computational time. complex reservoir CPU time calculation reservoir simulation scaling method equivalent permeability Upstream Oil & Gas fracture network connectivity computational time connectivity index network connectivity fracture network...

... for modeling such reservoirs. reservoir simulation simulator scaling method Upstream Oil & Gas giant carbonate reservoir procedure Modeling & Simulation Simulation miscible gas injection dfm simulation fracture characterization DFM grid complex reservoir discrete fracture...

... conditions imposed on each individual volume of interest. In this section, we explain the rationale behind global scale-up, then we review our global scale-up procedure and the technology required for its commercial applications. transmissibility scaling method hexagonal grid producer fine-scale...

... (via appropriate closure assumptions) and typically weak functions of time (for large parts of the reservoir). The resulting method is efficient and scalable. scaling method reservoir simulation simulator multiscale simulator porous media grid problem artificial intelligence iptc 10714...