Integrating Rock Physics Model with Convolutional Neural Network
Episode 3 of the Rocking Reservoir Waves podcast, hosted by GeoSoftware Far East, titled "Integrating Rock Physics Model with Convolutional Neural Network" was published on January 31, 2024 and runs 13 minutes.
January 31, 2024 ·13m · Rocking Reservoir Waves
Summary
In this new podcast episode, let's explore the details of the Convolutional Neural Network (CNN) used in our workflow. #ReservoirExpert Jyoti will discuss how we utilize a synthetic catalog for CNN training and incorporate seismic and well data during transfer learning to enhance the training process. This episode aims to help you understand the value addition from the technology advancements, particularly in the exploration field where well control is limited.
Episode Description
In this new podcast episode, let's explore the details of the Convolutional Neural Network (CNN) used in our workflow. #ReservoirExpert Jyoti will discuss how we utilize a synthetic catalog for CNN training and incorporate seismic and well data during transfer learning to enhance the training process. This episode aims to help you understand the value addition from the technology advancements, particularly in the exploration field where well control is limited.
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