研究论文

Deep learning-based prediction method for dynamic fracture propagation during hydraulic fracturing in vertical wells for geo-energy exploitation

Aoran Jin, Mingze Zhao, Bin Yuan, Wei Zhang, Mingliang Han

China University of Petroleum, East China　Sinopec (China)

来源Geoenergy Science and Engineering

年份2025

DOI10.1016/j.geoen.2025.214255

原文https://doi.org/10.1016/j.geoen.2025.214255

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逐年被引趋势

530

526

关键指标

被引次数 · OpenAlex

1.67

领域内被引倍数
同类平均 = 1

前 17%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

工程

Hydraulic Fracturing and Reservoir Analysis

Seismic Imaging and Inversion Techniques · Drilling and Well Engineering

参考文献 32

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

Samy Bengio, Oriol Vinyals, Navdeep Jaitly · arXiv (Cornell University) · 2015

被引 1,263

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

Xingjian Shi, Zhourong Chen, Hao Wang · arXiv (Cornell University) · 2015

被引 6,651

Effect of coal maturity on CO2-based hydraulic fracturing process in coal seam gas reservoirs

K.H.S.M. Sampath, M.S.A. Perera, Derek Elsworth · Fuel · 2018

被引 80

此处列出前 3 条

引用本文 5

Fracture Propagation Characteristics and Influencing Factors in Cross-Layer Fracturing of Interlayered Shale Reservoirs

Nannan Lv, Xiaoxia Chen, Zhigang Wen · Processes · 2026

被引 0

Deep Learning for Geological Characterization and Modeling from Pore Scale to Reservoir Scale: State of the Art and Future Directions

Hao Yu, HanXi Xu, Jiaxuan Chen · Energy & Fuels · 2026

被引 0

FPD-net: an efficient surrogate model for complex nonplanar hydraulic fracture propagation based on a deep convolutional-autoregressive dense neural network

Jie Liu, Cong Xiao, Tong Zhou · Computers and Geotechnics · 2026

被引 0

按被引量排序，此处列出前 3 条

研究论文

Deep learning-based prediction method for dynamic fracture propagation during hydraulic fracturing in vertical wells for geo-energy exploitation

Aoran Jin, Mingze Zhao, Bin Yuan, Wei Zhang, Mingliang Han

China University of Petroleum, East China　Sinopec (China)

来源Geoenergy Science and Engineering

年份2025

DOI10.1016/j.geoen.2025.214255

原文https://doi.org/10.1016/j.geoen.2025.214255

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

530

526

关键指标

被引次数 · OpenAlex

1.67

领域内被引倍数
同类平均 = 1

前 17%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

工程

Hydraulic Fracturing and Reservoir Analysis

Seismic Imaging and Inversion Techniques · Drilling and Well Engineering

参考文献 32

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

Samy Bengio, Oriol Vinyals, Navdeep Jaitly · arXiv (Cornell University) · 2015

被引 1,263

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

Xingjian Shi, Zhourong Chen, Hao Wang · arXiv (Cornell University) · 2015

被引 6,651

Effect of coal maturity on CO2-based hydraulic fracturing process in coal seam gas reservoirs

K.H.S.M. Sampath, M.S.A. Perera, Derek Elsworth · Fuel · 2018

被引 80

此处列出前 3 条

引用本文 5

Fracture Propagation Characteristics and Influencing Factors in Cross-Layer Fracturing of Interlayered Shale Reservoirs

Nannan Lv, Xiaoxia Chen, Zhigang Wen · Processes · 2026

被引 0

Deep Learning for Geological Characterization and Modeling from Pore Scale to Reservoir Scale: State of the Art and Future Directions

Hao Yu, HanXi Xu, Jiaxuan Chen · Energy & Fuels · 2026

被引 0

FPD-net: an efficient surrogate model for complex nonplanar hydraulic fracture propagation based on a deep convolutional-autoregressive dense neural network

Jie Liu, Cong Xiao, Tong Zhou · Computers and Geotechnics · 2026

被引 0

按被引量排序，此处列出前 3 条