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Keywords: Artificial Intelligence
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Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212196-MS
... government representation assimilation machine learning deep learning reservoir characterization reduction localization permeability journal realization matrix ensemble application reparameterization united states government artificial intelligence autoencoder latent representation...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212211-MS
... the number of components used in compositional models. pvt measurement artificial intelligence united states government composition upstream oil & gas equation of state characterization partition algorithm component reservoir simulation machine learning regression lump clustering...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212187-MS
... corrosion hydrogen concentration international journal natural gas storage artificial intelligence corrosion inhibition reaction precipitation data-driven deep learning framework new zealand government underground hydrogen storage microbe hydrogen energy machine learning hydrogen storage...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212190-MS
.... For the unconventional test problem, the samples are compared with the ones obtained using a Gauss Newton or iterative Ensemble Smoother methods. reservoir simulation history matching artificial intelligence machine learning united states government particle upstream oil & gas bayesian inference stein...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212207-MS
... & gas artificial intelligence node equation of state machine learning tolerance realization simulation producer partition jacobian granularity topology algorithm united states government cgnet mismatch graph iteration history matching npv spe reservoir simulation conference...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212184-MS
.... The identified practical pros and cons will facilitate the adaptive localization implementation in Equinor. united states government artificial intelligence coefficient history matching modeling & simulation localization reservoir simulation machine learning truth workflow geological...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212188-MS
... be used as a fast and reliable decision-making tool for reservoir management. fluid dynamics united states government upstream oil & gas reservoir simulation flow in porous media enhanced recovery petroleum engineer optimization problem artificial intelligence machine learning scenario...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212193-MS
... calculation deep learning equation of state calculation oil shale complex reservoir artificial intelligence algorithm dataset mlp shale reservoir multi-layer perceptron pr-c eos pr eos application pvt measurement reservoir simulation shale gas equilibrium machine learning pinn node peng...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212180-MS
... the computational cost from the size m and n of a history matching problem before running expensive simulations. united kingdom government optimization problem upstream oil & gas subroutine reservoir simulation united states government europe government machine learning matrix artificial...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212205-MS
... of state simulator reservoir simulation artificial intelligence gpu spe reservoir simulation symposium cpu paper reservoir simulator hardware flow in porous media simulation functionality solver grid europe government calculation application figure linearization Introduction...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212204-MS
.... united states government fluid dynamics neural network deep learning artificial intelligence matrix machine learning koopman operator simulation proxy algorithm upstream oil & gas flow in porous media equation prediction architecture trajectory saturation dynamic mode decomposition...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212202-MS
... of the neural network to capture temporospatial prediction in hydraulic-geomechanical processes. equation neural network united states government reservoir geomechanics upstream oil & gas artificial intelligence machine learning journal differential equation deep learning approximation...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212199-MS
... fluid dynamics flow in porous media upstream oil & gas artificial intelligence convergence iteration nldd runtime subdomain nonlinear elimination aspen equation simulator reservoir simulation enhanced recovery solver preconditioner comput decay nonlinear iteration preconditioned...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212201-MS
... crm history formulation artificial intelligence production control equation reservoir connectivity identification streamline-based flux allocation modeling & simulation enhanced recovery machine learning flux allocation forecasting dataset reservoir surveillance reservoir...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212213-MS
.... upstream oil & gas fracture characterization fluid dynamics grid equation of state artificial intelligence waterflooding flow in porous media enhanced recovery cross-section cut-cell grid water saturation cross-section united states government optimization problem modeling...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212167-MS
..., followed by application of the method to a travel-time tomography inverse problem to investigate its model updating performance. neural network resolution architecture united states government artificial intelligence autoencoder application spatial adaptivity deep learning machine learning...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212217-MS
... learning upstream oil & gas artificial intelligence voskov equation neural network simulation compositional simulation figure physics estimation tchelepi approximation deep learning operator application differential equation fraction conservation equation lebesgue integral loss...
Proceedings Papers

Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212228-MS
... united states government co 2 evolutionary algorithm constraint procedure multifidelity optimization artificial intelligence reservoir characterization optimization configuration constraint violation durlofsky modeling & simulation enhanced recovery machine learning scaling method...

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