Risk analysis in early stages of exploration of oil and gas reservoirs

In this project we develop a multidisciplinary Risk Analysis system for the initial phases of exploration of mineral resources, integrating expert knowledge with geological and geophysical historical data. Mind2Earth develops the fundamental software for the two phases of this project.

  • Identification of the most relevant geological features for a given lead/prospect. Generation of adequate 3D models geological scenarios with stochastic simulation methods.
  • Using machine learning methods (GAN – Generative Adversarial Networks) and spatial data analysis techniques, characterize, test and rank, the most consistent of the models created and the most likely to succeed, obtaining uncertainty estimates.

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