... time series in tight reservoirs due to changes in flow regimes. machine learning upstream oil & gas information neural network physics-constrained prediction artificial intelligence schmidhuber production forecast lstm prediction low noise boundary noise physics-constrained model...

... Surveillance coal seam gas Simulation network model depletion production forecast PCP gas desorption simulator gas production desorption well model artificial lift numerical reservoir model surface network reservoir production profile development unit unconventional coal seam gas reservoir...

... Abstract Production forecasting is required at all stages of coal seam gas (CSG) reservoir development. Depending on the stage of appraisal or development, different methodologies can provide the best fit for the forecasting objectives. This paper compares technical advantages and disadvantages...