Concepedia

Oil well production prediction based on CNN-LSTM model with self-attention mechanism

Shaowei Pan, Bo Yang, Shukai Wang, Zhi Guo, Lin Wang, Jinhua Liu

Energy · 2023 · 205 citations · 41 references

Concepts

ComputingComputer SciencePetroleum EngineeringMachine LearningReservoir EngineeringAttention NetworksDeep LearningReservoir ForecastingSelf-supervised LearningWell ModelingAttentionDeep Learning For ForecastingNeural Time Series ForecastingRecurrent Neural IntegrationRecurrent Neural Network ForecastingReservoir Production ForecastingWell Data

References

41

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

Kelvin Xu, Jimmy Ba, Ryan Kiros et al. · arXiv (Cornell University) · 2015 · 7.5K citations · Full text

Computing, Computer Science, Computer Vision +15

Predicting residential energy consumption using CNN-LSTM neural networks

Tae Young Kim, Sung-Bae Cho · Energy · 2019 · 1.4K citations

Architecture, Building Science, Energy Management +12