Extraction of oil & gas is a complex process. Data are typically limited and uncertain. The processes are complex and non-linear. Physics models to predict the behavior of the reservoir are challenging to develop and take a long time to run.
GIMI addresses these challenges.
GIMI develops and applies science-informed ML models to predict oil & gas extraction based on site data and models.
GIMI accounts for complex geomechanics processes.
GIMI estimates uncertainties of model parameters and ML predictions.
GIMI estimates sensitivities and provides decision support to extract actionable information.
