... Abstract This paper presents challenges encountered during reservoir modeling and simulation, while demonstrating that the ultimate solution for these challenges can be approached in a Big Data (BD) framework using a combination of physics- and analytics-based approaches. Artificial...

... to the natural resources area. Upstream Oil & Gas platform application Reservoir Characterization Artificial Intelligence cloud computing virtual machine hpc resource natural resource application oil and gas modeling Visualization society of petroleum engineers infrastructure natural...

... minimum number of cores increases slightly. Artificial Intelligence Upstream Oil & Gas reservoir simulator reservoir simulation eigenvalue flow in porous media duran expert system sparsity level algorithm matrix computation Fluid Dynamics defective matrix spectral effect solver...

.... flow in porous media compressibility Wheeler mortar variable Upstream Oil & Gas discretization iteration Artificial Intelligence Fluid Dynamics two-stage preconditioner subdomain matrix preconditioner jacobian matrix multiphase flow mixed finite element method two-phase flow...

... programming language developer Computation solver society of petroleum engineers Artificial Intelligence stress simulation Implementation efficient alternative Introduction Numerical simulations are pervasive throughout industry. In the Oil & Gas industry, geomechanics and reservoir...

...-scale model of nearly half a billion cells. scientific computing node flow in porous media Fluid Dynamics Artificial Intelligence reservoir simulation amg algorithm mpi process scalability Modeling & Simulation Upstream Oil & Gas gridblock execution strategy processor...

... Dynamics numerical simulation reservoir simulation heterogeneity porosity new generation reservoir simulator Artificial Intelligence Upstream Oil & Gas Simulation wu shuhong saturation society of petroleum engineers reservoir permeability Solution Method flow in porous media memory...

... & Simulation reservoir simulator porous medium boundary condition geomechanics equation simulator Artificial Intelligence displacement poroplasticity Implementation formulation deformation production well reservoir geomechanics implementation equation Denote permeability Introduction...

... of application of the technique introduced. fuzzy logic objective function evolutionary algorithm history matching machine learning reservoir simulation reservoir simulator Artificial Intelligence Upstream Oil & Gas simulation model application permeability differential evolution algorithm...