... of our knowledge, this is the first parallel implementation and demonstration of the versatile MsRSB method on the GPU architecture. reservoir simulation scaling method gpu implementation scalability basis function multiscale method operator upstream oil & gas computational physics...

... to highlight the simulator performance in terms of runtime reduction, parallel scalability and power savings. reservoir simulation calculation modeling & simulation upstream oil & gas flow in porous media fluid dynamics simulator solver preconditioner property calculation computation...

.../temperature. Thermal strain might be the dominant factor of rock deformation, especially in the shallow depth where geostress is at a low level. renewable energy fluid flow heat transfer implementation hydraulic fracturing fracture aperture discontinuity upstream oil & gas displacement thm...

... over equivalent Sparse Matrix Vector product (SpMV) which is already optimized and provides better scalability. node spmv algorithm interface artificial intelligence linear system computation data structure upstream oil & gas stream 0 communication step matrix mpk stream 1...

... a stepwise procedure to deal with the upscaling problems consistently and to enable a better understanding of the coarsening process. modeling & simulation gas oil ratio dp dp coarse model representation enhanced recovery upstream oil & gas coarse-scale model scaling method reservoir...

... optimizer asset and portfolio management reservoir simulation upstream oil & gas search point weighting factor solid black curve pareto front optimizer optimization method algorithm bimads optimizer optimization thread optimal solution Introduction In the petroleum engineering...

.... enhanced recovery flow in porous media approximation concentration oilfield chemistry fluid dynamics reference solution artificial intelligence upstream oil & gas reactive component transport computation saturation tvd scheme production chemistry gridblock transport problem prolongation...

... the adequate norms. Numerical experiments illustrate the efficiency of our estimates and the performance of the adaptive algorithm. scaling method multiphase flow linearization error flow in porous media fluid dynamics newton estimator error estimation artificial intelligence upstream oil...

... or ES-MDA are good alternatives and give equivalent results in terms of computational cost and quality predictions. reservoir simulation engineering flow path artificial intelligence upstream oil & gas optimization producer ensemble machine learning history matching flow diagnostic...

... history matching for subsurface flow modeling. flow in porous media neural network history matching upstream oil & gas artificial intelligence deep learning dimensionless time posterior distribution high-fidelity model workflow latin hypercube long-short term memory accuracy...

... particle filtration petroleum engineer fracture propagation filtration wellbore propagate application water injection conservation equation upstream oil & gas fracture face wellbore mesh fracture sharma Introduction Water flooding is an effective method to maintain pore pressure...

... approaches, and it ensures continuity of transport characteristics at solubilization changes in phase composition. fluid dynamics composition quantity saturation upstream oil & gas phase transition miscible term expression reservoir simulation phase state discontinuity algorithm flow...

... upstream oil & gas artificial intelligence reservoir simulation node displacement reservoir characterization neural network constraint contact traction time step size matrix rupture equation onset nucleation boundary geophysical research hydraulic fracturing fluid dynamics...

... simulation studies without compromising on assessing the range of uncertainties inherent to fractured reservoirs. reservoir characterization modeling & simulation drillstem testing machine learning flow in porous media upstream oil & gas reservoir simulation fluid dynamics flow...

.... artificial intelligence complex reservoir hydraulic fracturing enhanced recovery equation of state miscible method case 2 upstream oil & gas acid concentration blue line simulation acid transport acid transport model alternating injection carbonate reservoir pad fluid acid-etched channel...

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... and convergence behavior. flow in porous media reservoir simulation hydraulic fracturing upstream oil & gas modeling & simulation complex reservoir average ratio timestep case 2 locality equation of state fluid dynamics prediction convergence behavior fracture network iteration...

... for pumping water imbibition and early-stage flowback, which can be used as technical resources for analyzing and simulating unconventional plays. artificial intelligence upstream oil & gas knudsen diffusion modeling & simulation initialization method shale gas reservoir complex reservoir...

... in porous media fluid dynamics streamline artificial intelligence upstream oil & gas flow diagnostic enhanced recovery reservoir simulation gridblock datta-gupta application matrix rate allocation optimization fracture matrix domain fracture domain algorithm probability optimization...