... Abstract The use of machine learning (ML) techniques for forecasting in the oil and gas sector is growing rapidly, driven by advancements in data processing and computational power. Traditional methods like decline curve analysis and numerical simulations have long been the preferred approach...

... greatly within the rock. The spatial variation of these rock properties depend on the formation of the rock over a period of time. These spatial variations (which we call heterogeneity) are quantified in terms of magnitude and length scale ( Kalia and Balakotaiah, 2009 ). In our numerical simulations, we...

... drilling fluid selection and formulation upstream oil & gas numerical simulation ghb model shear stress drilling fluid chemistry rheology model rheology equation drilling fluid formulation rheological model spacer spe 140805 bingham plastic model Introduction Cementing a wellbore...

... simulation artificial intelligence upstream oil & gas spe 141058 pattern recognition complex reservoir shale gas reservoir numerical simulation surrogate reservoir model machine learning neural network calibration fracture network reservoir society of petroleum engineers hydraulic fracture...

... fractured rock mechanical property reservoir characterization geomechanical parameter principal stress pressure distribution injection numerical simulation simulation 2 fluid-flow model simulation 1 simulation compressibility modeling & simulation upstream oil & gas hydraulic...

... Abstract We present the use of fracturing technology to accelerate performance and improve ultimate recovery in heavy oil reservoirs. The applicability and efficiency of this approach were investigated by means of numerical simulation. A fully implicit 3-D thermal simulator was used to model...

... transmissibility as a matching parameter. The development of these type curves was based on numerical simulation. The analysis technique is straightforward. The actual pressure response is subtracted from the extrapolated initial semi-log straight line and plotted. The resulting plot, which is the deviation...