13 min

Integrating Rock Physics Model with Convolutional Neural Network Rocking Reservoir Waves

    • Physics

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.

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.

13 min