https://github.com/petrobras/wprautoencoders
This is one of Petrobras' open repositories on GitHub. It contains the WPRAutoencoders project which encompasses a wellbore pressure response generator, a dataset of 20.000 synthetic pressure responses and an autoencoder neural network capable of clustering this data based on transmissibility and reservoir geometry.
https://github.com/petrobras/wprautoencoders
autoencoders clustering data-science deep-learning machine-learning well-testing
Last synced: 6 months ago
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This is one of Petrobras' open repositories on GitHub. It contains the WPRAutoencoders project which encompasses a wellbore pressure response generator, a dataset of 20.000 synthetic pressure responses and an autoencoder neural network capable of clustering this data based on transmissibility and reservoir geometry.
- Host: GitHub
- URL: https://github.com/petrobras/wprautoencoders
- Owner: petrobras
- License: apache-2.0
- Created: 2022-08-26T18:58:20.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2022-12-21T12:51:04.000Z (about 3 years ago)
- Last Synced: 2023-03-04T04:17:52.415Z (almost 3 years ago)
- Topics: autoencoders, clustering, data-science, deep-learning, machine-learning, well-testing
- Language: Jupyter Notebook
- Homepage:
- Size: 17 MB
- Stars: 15
- Watchers: 2
- Forks: 4
- Open Issues: 0