Concepedia

Early sign detection for the stuck pipe scenarios using unsupervised deep learning

Konda Reddy Mopuri, Hakan Bilen, Naoki Tsuchihashi, Ryota Wada, Tomoya Inoue, Kazuya Kusanagi, Tazuru Nishiyama, Hitoshi Tamamura

Journal of Petroleum Science and Engineering · 2021 · 33 citations · 30 references

Open access

Concepts

ComputingComputer ScienceComputer VisionMachine LearningMachine VisionDeep LearningLeak DetectionObject RecognitionPattern RecognitionStuck Pipe PreventionDeep Learning-based DetectionStuck Pipe DiagnosisStuck Pipe MechanismsStuck Pipe PredictionStuck Pipe RemediationUnsupervised Feature LearningUnsupervised Neural Learning

References

30

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

Life Sciences, Computer Science, Neuroscience +12

LSTM: A Search Space Odyssey

Klaus Greff, Rupesh K. Srivastava, Jan Koutník et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 6.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

WaveNet: A Generative Model for Raw Audio

Aäron van den Oord, Sander Dieleman, Heiga Zen et al. · arXiv (Cornell University) · 2016 · 3.6K citations · Full text

Computing, Musicology, Acoustics +16