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Data-Augmented Deep Learning for Downhole Depth Sensing and Validation
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DOI：10.3390/s26030775.png)
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摘要
En
Keyword:
casing collar locator
data augmentation
deep learning
downhole positioning
engineering applications
intelligent sensors
pattern recognition
signal processing
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期刊
IF:
3.5
论文数:
7.2W
被引数:
20.9W
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引用论文
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations物理信息神经网络: 一种用于解决涉及非线性偏微分方程的正反问题的深度学习框架OAAI
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Leak Identification and Positioning Strategies for Downhole Tubing in Gas WellsYang, Y.P.; Luan, G.H.; Zhang, L.F.; Niu, M.Y.; Zou, G.G.; Zhang, X.L.; Wang, J.Y.; Yang, J.F.; Li, M.S. 气井井下油管泄漏识别与定位策略. Processes 2025, 13, 1708. [Google Scholar] [CrossRef].png)
Processes
ProcessesIF0
PREAI
分享收藏Identification and Prediction of Casing Collar Signal Based on CNN-LSTMJing, J.; Qin, Y.; Zhu, X.; Shan, H.; Peng, P. 基于CNN-LSTM的套管接箍信号识别与预测。Arab. J. Sci. Eng. 2025, 50, 4897–4911. [Google Scholar] [CrossRef]
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