1-3 of 3
Keywords: deep neural network
Close
Sort by
Proceedings Papers

Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-31085-MS
... gradient boosting machine, vanilla feed-forward deep neural network, and multi-task deep neural network. Gradient Boosting Machine As with other boosting algorithms, gradient boosting unites base learners such as a tree model into a strong single learner in an iterative manner. The objective...
Proceedings Papers

Paper presented at the Offshore Technology Conference, May 4–7, 2020
Paper Number: OTC-30773-MS
... for training. In case of facies classification, however, the accurate core analysis for determining facies is an expensive process, and the other methods require hard work and often result in noisy data. In this paper, we develop an unsupervised facies identification model based on deep neural networks. Our...
Proceedings Papers

Paper presented at the Offshore Technology Conference, May 6–9, 2019
Paper Number: OTC-29454-MS
... for safe and economical drilling for the oil and gas industry. In this study, we present a novel prediction model for the leak-off pressure (LOP) offshore Norway. The model uses a deep neural network (DNN) applied on a public wellbore database provided by the Norwegian Petroleum Directorate (NPD). We used...

Product(s) added to cart

Close Modal