Advances in Machine Learning for Reservoir Characterization

Episode 1 of the Rocking Reservoir Waves podcast, hosted by GeoSoftware Far East, titled "Advances in Machine Learning for Reservoir Characterization" was published on December 27, 2023 and runs 17 minutes.

December 27, 2023 ·17m · Rocking Reservoir Waves

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Summary

Take a listen to an interesting discussion with #ReservoirExpert Jyoti, as she talks about Machine Learning, Deep Learning, Artificial intelligence and their use in oil and gas Industry, especially Reservoir Characterization. Explore the historical applications of machine learning in this context, understand data limitations while using machine learning in reservoir characterization, and discover innovative approaches to overcome these limitations. Tune in for insights on integrating rock physics models with deep learning to derive a robust 3D subsurface model in this episode.

Episode Description

Take a listen to an interesting discussion with #ReservoirExpert Jyoti, as she talks about Machine Learning, Deep Learning, Artificial intelligence and their use in oil and gas Industry, especially Reservoir Characterization.

Explore the historical applications of machine learning in this context, understand data limitations while using machine learning in reservoir characterization, and discover innovative approaches to overcome these limitations. Tune in for insights on integrating rock physics models with deep learning to derive a robust 3D subsurface model in this episode.