| 论文题目 | 发表时间 | 刊物名称 | 卷期 |
|
An Efficient Infill Well Placement Optimization Approach for Extra-Low Permeability Reservoir
|
2022
|
Journal of Energy Resources Technology
|
145(3)
|
|
Numerical Simulation and Experimental Study of a Multistage Multiphase Separation System
|
2022
|
Separations
|
9(12)
|
|
Surrogate-reformulation-assisted multitasking knowledge transfer for production optimization
|
2022
|
Journal of Petroleum Science and Engineering
|
208
|
|
The prediction of reservoir production based proxy model considering spatial data and vector data
|
2022
|
Journal of Petroleum Science and Engineering
|
208
|
|
Training effective deep reinforcement learning agents for real-time life-cycle production optimization
|
2022
|
Journal of Petroleum Science and Engineering
|
208
|
|
A distributed surrogate system assisted differential evolutionary algorithm for computationally expensive history matching problems
|
2022
|
Journal of Petroleum Science and Engineering
|
210
|
|
A novel hybrid recurrent convolutional network for surrogate modeling of history matching and uncertainty quantification
|
2022
|
Journal of Petroleum Science and Engineering
|
210
|
|
A novel method for trajectory recognition and working condition diagnosis of sucker rod pumping systems based on high-resolution representation learning
|
2022
|
Journal of Petroleum Science and Engineering
|
218
|
|
Fault diagnosis method for sucker rod well with few shots based on meta-transfer learningJournal of Petroleum Science and Engineering
|
2022
|
Journal of Petroleum Science and Engineering
|
212
|
|
Reservoir Characterization and Productivity Forecast Based on Knowledge Interaction Neural Network
|
2022
|
Mathematics
|
10(9)
|
|
Highly Accurate Oil Production Forecasting under Adjustable Policy by a Physical Approximation Network
|
2022
|
Energy Reports
|
8
|
|
An Evolutionary Sequential Transfer Optimization Algorithm for Well Placement Optimization Based on Task Characteristics
|
2022
|
SPE Journal
|
暂无（SPE-212870-PA）
|
|
基于集合和神经网络架构搜索的自动 历史拟合方法
|
2022
|
中国石油大学学报(自然科学版)
|
46(2)
|
|
Multi-surrogate framework with an adaptive selection mechanism for production optimization
|
2023
|
Petroleum Science
|
21 (2024) 366-383
|
|
Deep Conditional Generative Adversarial Network Combined With Data-Space Inversion for Estimation of High-Dimensional Uncertain Geological Parameters
|
2023
|
Water Resources Research
|
59(3)
|
|
Diagnosis of pumping machine working conditions based on transfer learning and ViT model
|
2023
|
Geoenergy Science and Engineering
|
226
|
|
Waterflooding Interwell Connectivity Characterization and Productivity Forecast with Physical Knowledge Fusion and Model Structure Transfer
|
2023
|
Water
|
15(2)
|
|
A transfer learning framework for well placement optimization based on denoising
|
2023
|
Geoenergy Science and Engineering
|
222
|
|
An Interpretable Recurrent Neural Network for Waterflooding Reservoir Flow Disequilibrium Analysis
|
2023
|
Water
|
15(4)
|
|
Imbalanced Working States Recognition of Sucker Rod Well Dynamometer Cards Based on Data Generation and Diversity Augmentation
|
2023
|
SPE Journal
|
暂无（SPE-214661-PA）
|
|
Inversion Framework of Reservoir Parameers Based on Deep Autoregressive Surrogate and Continual Learning Strategy
|
2023
|
SPE Journal
|
SPE-215821-PA
|
|
Adaptive Basis Function Selection Enhanced Multisurrogate-Assisted Evolutionary Algorithm for Production Optimization
|
2023
|
SPE Journal
|
SPE-217432-PA
|
|
Hierarchical optimization of reservoir development strategy based on reinforcement learning
|
2023
|
Geoenergy Science and Engineering
|
Volume 226, July 2023, 211678
|
|
Progress and Challenges of Integrated Machine Learning and Traditional Numerical Algorithms: Taking Reservoir Numerical Simulation as an Example
|
2023
|
Mathematics
|
11(21)
|
|
Study of Estimated Ultimate Recovery Prediction and MultiStage Supercharging Technology for Shale Gas Wells
|
2023
|
Separations
|
10(8),432
|
|
Simulation Study for Hydraulic Fracture Monitoring Based on Electromagnetic Detection Technology
|
2023
|
Water
|
15
|
|
A dual-porosity flow-net model for simulating water-flooding in low-permeability fractured reservoirs
|
2024
|
Geoenergy Science and Engineering
|
2024, 213069
|
|
Detection of Pumping Unit in Complex Scenes by YOLOv7 with Switched Atrous Convolution
|
2024
|
Energies
|
2024, 17(4), 835
|
|
Enhancing Safety and Workover Efficiency Through Real-Time Scale-Adaptive Video Detection of Critical Objects at the Wellsite
|
2024
|
SPE Journal
|
SPE-219771-PA
|
|
An efficient transformer-based surrogate model with end-to-end training strategies for automatic history matching
|
2024
|
Geoenergy Science and Engineering
|
2024: 212994
|
|
A maximum entropy deep reinforcement learning method for sequential well placement optimization using multi-discrete action spaces
|
2024
|
Geoenergy Science and Engineering
|
2024, 213004
|