| 论文题目 | 发表时间 | 刊物名称 | 卷期 |
|
A distributed surrogate system assisted differential evolutionary algorithm for computationally expensive history matching problems
|
2022
|
Journal of Petroleum Science and Engineering
|
210
|
|
Fourier Neural Operator for Solving Subsurface Oil-water Two-phase Flow Partial Differential Equation
|
2022
|
SPE Journal
|
27(03)
|
|
Training effective deep reinforcement learning agents for real-time life-cycle 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
|
|
Surrogate-reformulation-assisted multitasking knowledge transfer for production optimization
|
2022
|
Journal of Petroleum Science and Engineering
|
208
|
|
Dynamic production optimization based on transfer learning algorithms
|
2022
|
Journal of Petroleum Science and Engineering
|
208
|
|
Multi-view learning for hyperspectral image classification: An overview
|
2022
|
Neurocomputing
|
500
|
|
DMH-FSL: Dual-Modal Hypergraph for Few-Shot Learning
|
2022
|
Neural Processing Letters
|
54
|
|
Multiorder Interaction Information Embedding-Based Multiview Fusion-Aided Hyperspectral Image Classification
|
2022
|
IEEE Geoscience and Remote Sensing Letters
|
19
|
|
Sensitivity Analysis of Takagi-Sugeno Fuzzy Neural Network
|
2022
|
Information Sciences
|
582
|
|
Effect of hydraulic fracture deformation hysteresis on CO2 huff-n-puff performance in shale gas reservoirs
|
2022
|
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A
|
24(1)
|
|
Accurate Prediction of Permeability in Porous Media: Extension of Pore Fractal Dimension to Throat Fractal Dimension
|
2022
|
FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY
|
30(03)
|
|
Nano-scale multicomponent hydrocarbon thermodynamic transport mechanisms in shale oil reservoir
|
2022
|
Journal of Petroleum Science and Engineering
|
219
|
|
Nano-scale Wetting Film Impact on Multiphase Transport Properties in Porous Media
|
2022
|
Transport in Porous Media
|
无
|
|
Upscaling of Transport Properties in Complex Hydraulic Fracture Systems
|
2022
|
SPE Journal
|
无
|
|
Understanding gas transport mechanisms in shale gas reservoir: Pore network modelling approach
|
2022
|
Advances in Geo-Energy Research
|
6(4)
|
|
页岩有机质纳米孔隙气体吸附与流动规律研究
|
2022
|
力学学报
|
53(8)
|
|
Pore-scale simulation of gas-water two-phase flow in volcanic gas reservoir based on Volume of Fluid method
|
2022
|
Journal of Natural Gas Science and Engineering
|
106
|
|
A method for pore-scale simulation of single-phase shale oil flow based on three-dimensional digital cores with hybrid mineral phases
|
2022
|
Physics of Fluids
|
34(6)
|
|
Multi-scale reconstruction of porous media from low-resolution core images using conditional generative adversarial networks
|
2022
|
Journal of Natural Gas Science and Engineering
|
99
|
|
Effect of Pore Structure and Capillary Number on Gas-Water Flow Patterns in Carbonate Rocks
|
2022
|
SPE Journal
|
27(04)
|
|
A novel hybrid recurrent convolutional network for surrogate modeling of history matching and uncertainty quantification
|
2022
|
Journal of Petroleum Science and Engineering
|
210
|
|
Co-Learning for Few-Shot Learning
|
2022
|
Neural Processing Letters
|
54
|
|
A vector-to-sequence based multilayer recurrent network surrogate model for history matching of large-scale reservoir
|
2022
|
Journal of Petroleum Science and Engineering
|
214
|
|
Historical Window Enhanced Transfer Gaussian Process for Production Optimization
|
2022
|
SPE Journal
|
SPE-209813-PA
|
|
An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization
|
2022
|
IEEE Transactions on Evolutionary Computation
|
26(5)
|
|
Data-Driven Proxy Modeling of Water Front Propagation in Porous Media
|
2022
|
International Journal of Computational Fluid Dynamics
|
36(6)
|
|
An Evolutionary Sequential Transfer Optimization Algorithm for Well Placement Optimization Based on Task Characteristics
|
2022
|
SPE Journal
|
SPE-212870-PA
|
|
Highly Accurate Oil Production Forecasting under Adjustable Policy by a Physical Approximation Network
|
2022
|
Energy Reports
|
8
|
|
Deep reinforcement learning and adaptive policy transfer for generalizable well control optimization
|
2022
|
Journal of Petroleum Science and Engineering
|
217
|
|
Reservoir Characterization and Productivity Forecast Based on Knowledge Interaction Neural Network
|
2022
|
Mathematics
|
10(9)
|
|
Flow Field Description and Simplification Based on Principal Component Analysis Downscaling and Clustering Algorithms
|
2022
|
Frontiers in Earth Science
|
9
|
|
Fault diagnosis method for sucker rod well with few shots based on meta-transfer learning
|
2022
|
Journal of Petroleum Science and Engineering
|
212
|
|
A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems
|
2022
|
Applied Soft Computing
|
116
|
|
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
|
|
Unsupervised feature selection via adaptive autoencoder with redundancy control
|
2022
|
Neural Networks
|
150
|
|
Bilateral Sensitivity Analysis: A Better Understanding of a Neural Network and Its Application to Reservoir Engineering
|
2022
|
International Journal of Machine Learning and Cybernetics
|
13
|
|
A divide-and-conquer optimization paradigm for waterflooding production optimization
|
2022
|
Journal of Petroleum Science and Engineering
|
211
|
|
Nonstationary Fuzzy Neural Network Based on FCMnet Clustering and a Modified CG Method with Armijo-type Rule
|
2022
|
Information Sciences
|
608
|
|
Interpretable Neural Networks and Their Application to Inferring Inter-well Connectivity
|
2022
|
Asia Conference on Algorithms, Computing and Machine Learning
|
无
|
|
A Cluster-Based Competitive Particle Swarm Optimizer with a Sparse Trunction Operator for Multi-Objective Optimization
|
2022
|
Swarm and Evolutionary Computation
|
71
|
|
Numerical Simulation of the Wormhole Propagation in Fractured Carbonate Rocks during Acidization Using a Thermal-Hydrologic-Mechanics-Chemical Coupled Model
|
2022
|
Water
|
14(24)
|
|
Waterflooding Interwell Connectivity Characterization and Productivity Forecast with Physical Knowledge Fusion and Model Structure Transfer
|
2023
|
Water
|
15(2)
|
|
An Automatic Data Augmentation Method for Working Condition Diagnosis of Rod Pumping Systems Based on Teacher Knowledge
|
2023
|
Sustainability
|
15(1)
|
|
A transfer learning framework for well placement optimization based on denoising
|
2023
|
Geoenergy Science and Engineering
|
222
|
|
A Hybrid Algorithm Based on State-Adaptive Slime Mold Model and Fractional-Order Ant System for the Travelling Salesman Problem
|
2023
|
Complex & Intelligent Systems
|
无
|
|
Fractional Approximation of Broad Learning System
|
2023
|
IEEE Transactions on Cybernetics
|
35622792
|
|
An Adaptive Neuro-Fuzzy System with Integrated Feature Selection and Rule Extraction for High-Dimensional Classification Problems
|
2023
|
IEEE TRANSACTIONS ON FUZZY SYSTEMS
|
无
|
|
An Interpretable Recurrent Neural Network for Waterflooding Reservoir Flow Disequilibrium Analysis
|
2023
|
Water
|
15(4)
|
|
Reservoir automatic history matching Methods, challenges, and future directions
|
2023
|
Advances in Geo-Energy Research
|
7
|
|
Simulating dynamics of pressure and fluid saturation at grid-scale by a deep learning-based surrogate reservoir modeling based on a fast-supply hybrid database and developing preliminary insights for future gas hydrate exploitations in China
|
2023
|
Geoenergy Science and Engineering
|
222
|
|
Deep Conditional Generative Adversarial Network Combined With Data-Space Inversion for Estimation of High-Dimensional Uncertain Geological Parameters
|
2023
|
Water Resources Research
|
59(3)
|
|
A local parameterization-based probabilistic cooperative coevolutionary algorithm for history matching
|
2023
|
Mathematical Geosciences
|
暂无
|
|
Diagnosis of pumping machine working conditions based on transfer learning and ViT model
|
2023
|
Geoenergy Science and Engineering
|
226
|
|
Towards efficient and accurate CO2 sequestration optimization: Integrating hierarchical spatio-temporal information into deep-learning-based surrogate models
|
2023
|
Fuel
|
356:129343
|
|
Adaptive Basis Function Selection Enhanced Multisurrogate-Assisted Evolutionary Algorithm for Production Optimization
|
2023
|
SPE Journal
|
SPE-217432-PA
|
|
Multi-surrogate framework with an adaptive selection mechanism for production optimization
|
2023
|
Petroleum Science
|
暂无分配
|
|
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)
|
|
Inversion Framework of Reservoir Parameters Based on Deep Autoregressive Surrogate and Continual Learning Strategy
|
2023
|
SPE Journal
|
SPE215821
|
|
A physics-informed convolutional neural network for the simulation and prediction of two-phase Darcy flows in heterogeneous porous media
|
2023
|
Journal of Computational Physics
|
477
|
|
An efficient infill well placement optimization approach for extra-low permeability reservoir
|
2023
|
JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME
|
145
|
|
Imbalanced Working States Recognition of Sucker Rod Well Dynamometer Cards Based on Data Generation and Diversity Augmentation
|
2023
|
SPE Journal
|
SPE-214661-PA
|
|
A physics-guided autoregressive model for saturation sequence prediction
|
2023
|
Geoenergy Science and Engineering
|
221
|