... provides a good match with production data. flow in porous media modeling training data Artificial Intelligence algorithm Fluid Dynamics society of petroleum engineers compaction-dilation data permeability multiplier hydraulic fracture development machine learning Upstream Oil & Gas...

... experiment porous media optimization problem Hajibeygi goal tolerance total number reservoir simulation information adjoint model Indicator society of petroleum engineers Lagrange multiplier equation scaling method Upstream Oil & Gas sensitivity pressure error norm i-msfv method...

... regression model machine learning history matching regression model localization measurement data society of petroleum engineers procedure simulation regression Standard Deviation Introduction Production forecasts from reservoir simulation models can be highly uncertain due to the various...

... contained in an abstract submitted by the author(s). Contents of the paper have not been reviewed by the Society of Petroleum Engineers and are subject to correction by the author(s). The material does not necessarily reflect any position of the Society of Petroleum Engineers, its officers, or members...

... & Simulation fracture permeability equation reservoir nanopore confinement effect compositional model matrix society of petroleum engineers Introduction As of 2017, about 54% of the total oil produced in the United States were contributed by tight reservoirs, and this number is predicted...

... simulation lifecycle hydrocarbon society of petroleum engineers crop region workflow grid contour sector model aquifer compact contour Introduction The first challenge is to enable the sector model, which is a subset of the full-field model, to run on a smaller number of cores, and only have...

... of Petroleum Engineers and are subject to correction by the author(s). The material does not necessarily reflect any position of the Society of Petroleum Engineers, its officers, or members. Electronic reproduction, distribution, or storage of any part of this paper without the written consent of the Society...

... and the oil recovery. This paper was selected for presentation by an SPE program committee following review of information contained in an abstract submitted by the author(s). Contents of the paper have not been reviewed by the Society of Petroleum Engineers and are subject to correction by the author...

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... preconditioner Upstream Oil & Gas spe reservoir simulation symposium computational cost linear solver parallel reservoir simulation permeability society of petroleum engineers Introduction We choose the pressure p , the water saturation s w and the gas saturation s g as the primary...

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... reservoir calculation simulator capillary pressure Artificial Intelligence Upstream Oil & Gas Simulation society of petroleum engineers Wang calculator equation The oil and gas stored in unconventional reservoirs has some unique transport mechanism and phase behavior, including the pore...

... node node well model Injection Rate equation control mode end node society of petroleum engineers constraint boundary segment constraint pipe control point Upstream Oil & Gas multisegment well model slack variable producer boundary segment Introduction A key component in any...

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...-mechanical simulation reservoir permeability fraction equation cold co 2 minimization society of petroleum engineers Introduction According to the mechanism of the thermal unloading process ( Tang et al. 2019 ), when cold liquids are injected into the reservoir, the injectivity of the injector...

...-stress iterative coupling coupling injection coupling algorithm society of petroleum engineers Introduction where n is the outward unit normal to the boundary. Due to the biaxial symmetry of the problem, the computational domain is a quarter of the physical domain, as shown in Figure 1...

... review of information contained in an abstract submitted by the author(s). Contents of the paper have not been reviewed by the Society of Petroleum Engineers and are subject to correction by the author(s). The material does not necessarily reflect any position of the Society of Petroleum Engineers, its...

... simulation. EDFM natural fracture hydraulic fracturing accuracy fmm-based simulation Upstream Oil & Gas Simulation triangle workflow DTOF Artificial Intelligence unstructured grid method point scheme discretization scheme grid generation fracture society of petroleum engineers...