| A novel hybrid method of lithology identification based on k-means++ algorithm and fuzzy decision tree Q Ren, D Zhang, X Zhao, L Yan, J Rui Journal of Petroleum Science and Engineering 208, 109681, 2022 | 55 | 2022 |
| TOC content prediction based on a combined Gaussian process regression model J Rui, H Zhang, Q Ren, L Yan, Q Guo, D Zhang Marine and Petroleum Geology 118, 104429, 2020 | 35 | 2020 |
| Lithology identification using principal component analysis and particle swarm optimization fuzzy decision tree Q Ren, H Zhang, D Zhang, X Zhao Journal of Petroleum Science and Engineering 220, 111233, 2023 | 30 | 2023 |
| A framework of active learning and semi-supervised learning for lithology identification based on improved naive Bayes Q Ren, H Zhang, D Zhang, X Zhao, L Yan, J Rui, F Zeng, X Zhu Expert Systems with Applications 202, 117278, 2022 | 28 | 2022 |
| An automatic identification method of imbalanced lithology based on Deep Forest and K-means SMOTE X Zhu, H Zhang, Q Ren, D Zhang, F Zeng, X Zhu, L Zhang Geoenergy Science and Engineering 224, 211595, 2023 | 15 | 2023 |
| A Tri-Training method for lithofacies identification under scarce labeled logging data X Zhu, H Zhang, Q Ren, D Zhang, F Zeng, X Zhu, L Zhang Earth Science Informatics 16 (2), 1489-1501, 2023 | 6 | 2023 |
| Flow-field fitting method applied to the detection of leakages in the concrete gravity dam X Zhao, H Zhang, P Wang, Q Ren, D Zhang, L Yan, X Zhu Journal of Applied Geophysics 208, 104896, 2023 | 6 | 2023 |
| Flow Field Fitting Method and Acoustic Doppler Velocity Measurement: A New Approach for Detecting Leakage Pathways in Concrete‐Face Rockfill Dams X Zhao, H Zhang, K Wei, P Wang, Q Ren, D Zhang Earth and Space Science 8 (11), e2021EA001875, 2021 | 6 | 2021 |
| Classification with noisy labels through tree-based models and semi-supervised learning: A case study of lithology identification X Zhu, H Zhang, R Zhu, Q Ren, L Zhang Expert Systems with Applications 240, 122506, 2024 | 5 | 2024 |
| Reconstruction of Missing Well-Logs Using Facies-Informed Discrete Wavelet Transform and Time Series Regression Q Ren, H Zhang, L Azevedo, X Yu, D Zhang, X Zhao, X Zhu, X Hu SPE Journal 28 (06), 2946-2963, 2023 | 5 | 2023 |
| Enhancing Seismic Facies Classification Using Interpretable Feature Selection and Time Series Ensemble Learning Model With Uncertainty Assessment Q Ren, H Zhang, D Zhang, X Zhao, X Yu IEEE Transactions on Geoscience and Remote Sensing, 2023 | 3 | 2023 |
| A modified method of multiple point geostatistics for spatial simulation of sedimentary facies for carbonate reservoirs D Zhang, H Zhang, Q Ren, X Zhao, Z Shang Journal of Applied Geophysics 215, 105112, 2023 | 2 | 2023 |
| ORALI: Open-set recognition and active learning for unknown lithology identification X Zhu, H Zhang, Q Ren, J Rui, L Zhang, D Zhang Engineering Applications of Artificial Intelligence 133, 108623, 2024 | 1 | 2024 |
| SmoGSI: Smoothed multiscale iterative geostatistical seismic inversion Q Kang, J Hou, X Hu, Y Liu, Q Ren, M Hou, Y Yin Frontiers in Earth Science 12, 1440863, 2024 | | 2024 |
| A Review on Intelligent Recognition with Logging Data: Tasks, Current Status and Challenges X Zhu, H Zhang, Q Ren, L Zhang, G Huang, Z Shang, J Sun Surveys in Geophysics, 1-34, 2024 | | 2024 |
| Leakage detection applied to the Da Hedong Reservoir dam (China) based on the flow-field fitting method X Zhao, H Zhang, A Revil, Y Liu, F Zeng, P Wang, Q Ren Geophysics 89 (4), KS105-KS118, 2024 | | 2024 |
| Heterogeneous Domain Adaptation Framework for Logging Lithofacies Identification Q Ren, H Zhang, X Yu, D Zhang, X Zhao, X Zhu, X Hu SPE Journal, 1-17, 2024 | | 2024 |
| Improving efficiency and accuracy of levee hazard detection with deep learning X Zhao, H Zhang, P Wang, Q Ren, D Zhang Computers & Geosciences 187, 105593, 2024 | | 2024 |
| Multiple-Point Geostatistical Simulation of Nonstationary Sedimentary Facies Models Based on Fuzzy Rough Sets and Spatial-Feature Method D Zhang, H Zhang, Q Ren, X Zhao SPE Journal 28 (05), 2240-2255, 2023 | | 2023 |
| Mechanism of transition between separated and non-separated oil-water flows in inclined pipe D Zhang, H Zhang, Q Ren, X Zhao Energy Exploration & Exploitation 41 (4), 1500-1515, 2023 | | 2023 |
