... reservoir simulation reservoir surveillance artificial intelligence production control optimization tr-sqp robust optimization procedure optimization problem enhanced recovery machine learning gradient realization reynolds reservoir characterization algorithm nonlinear constraint subproblem...

... simulation simulator gpu solver programming language presented linear iteration spe reservoir simulation symposium upstream oil & gas cobol scaling method operation realization speedup reservoir characterization spe reservoir simulation conference reservoir simulator cpu Introduction...

... the efficiency of underground hydrogen storage. corrosion management h2s management riser corrosion neural network materials and corrosion upstream oil & gas structural geology production chemistry pipeline corrosion deep learning oilfield chemistry reservoir characterization flowline...

... in porous media trans multiplier reservoir characterization multiplier permeability multiplier leakage friction Introduction CO2 sequestration has been discussed for many years due to the green house effects and environmental issues. Storing CO2 in underground is a vital approach to reduce...

... upstream oil & gas artificial intelligence autoencoder latent representation dimension neural network machine learning reduction permeability deep learning reservoir characterization ensemble reconstruction implementation realization petroleum science application reparameterization...

.... upstream oil & gas reservoir simulation asia government structural geology china government reservoir geomechanics equation modeling & simulation preconditioner janna ferronato geomechanical simulator gpu-accelerated simulator reservoir characterization journal website challenging...

... matching or optimization for rapid decision-making cycle as numerous simulation runs are required. Additionally, the detailed reservoir characterization input required to build a geological model are often not available. Therefore, recent studies have focused on improving the simulation efficiency...

... neural network united states government reservoir geomechanics upstream oil & gas artificial intelligence machine learning journal differential equation deep learning approximation reservoir characterization physics-informed neural network simulation application wang accuracy porous...

... united states government reservoir characterization oscillation pressure jump stabilization engineering mesh aquifer co 2 upstream oil & gas discretization flow in porous media displacement jacobian matrix compositional poromechanic Introduction Geologic carbon sequestration...

... & simulation reservoir characterization journal neighborhood flux approximation reservoir simulation europe government scaling method ntpfa accuracy simulator implementation avgmpfa figure stencil Introduction Faults are structural discontinuities in typically layered subsurface rocks...

... parametrization techniques and efficient GPU capabilities in our in-house reservoir simulator DARTS. fluid dynamics united states government subsurface storage asia government flow in porous media upstream oil & gas reservoir simulation modeling & simulation reservoir characterization...

... 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...

... to determine which scheme offers the best compromise for the test case considered here. artificial intelligence equation of state flow in porous media structural geology fluid dynamics reservoir characterization multiphase flow upstream oil & gas mesh numerical scheme workflow tpfa scheme...

... boundary condition flux reservoir simulation calculation coefficient tchelepi reservoir characterization grid upstream oil & gas tensor vector matrix gradient reservoir geomechanics approximation tangential projection application terekhov equation interface Introduction...

... seismicity reservoir geomechanics fault activation completion hydraulic fracturing pore pressure wang reservoir characterization east shale basin mechanism earthquake duvernay formation schultz hydraulic fracture seismicity linear poroelasticity theory operation horizontal well...

... systems. enhanced recovery reservoir characterization subsurface storage reservoir simulation climate change scientific computing information representation petroleum engineer library coupling lawrence livermore national laboratory modeling & simulation structural geology co 2...

... equation reservoir characterization reservoir simulation boundary condition semi-analytical solution reservoir geomechanics upstream oil & gas beltrami-michell equation stress balance equation formulation equation matrix block petroleum engineer displacement approach modeling...

... management artificial intelligence upstream oil & gas regression proxy doe study categorical variable input variable history matching transition representative model reservoir characterization reservoir simulation monte carlo simulation heavy hitter pitfall interaction stakeholder d...

... adjustment methods are introduced. Grid examples are given for reservoirs with Y-faults, overturned bed, and complex channel-lobe systems. reservoir characterization upstream oil & gas modification simulation grid modeling & simulation tetrahedral mesh vertex fault juxtaposition...

... and works seamlessly on any computational platform (from laptop computers to workstations, to clusters and supercomputers with thousands of processors). reservoir characterization flow in porous media upstream oil & gas flow assurance enthalpy ada cluster water inflow prediction...