| Porosity prediction with uncertainty quantification from multiple seismic attributes using random forest C Zou, L Zhao, M Xu, Y Chen, J Geng Journal of Geophysical Research: Solid Earth 126 (7), e2021JB021826, 2021 | 38 | 2021 |
| Deep carbonate reservoir characterisation using multi-seismic attributes via machine learning with physical constraints Y Chen, L Zhao, J Pan, C Li, M Xu, K Li, F Zhang, J Geng Journal of Geophysics and Engineering 18 (5), 761-775, 2021 | 28 | 2021 |
| Joint use of multiseismic information for lithofacies prediction via supervised convolutional neural networks M Xu, L Zhao, S Gao, X Zhu, J Geng Geophysics 87 (5), M151-M162, 2022 | 12 | 2022 |
| Compressional and shear wave velocities relationship in anisotropic organic shales X Qin, L Zhao, Z Cai, Y Wang, M Xu, F Zhang, D Han, J Geng Journal of Petroleum Science and Engineering 219, 111070, 2022 | 5 | 2022 |
| A random forest regressor based uncertainty quantification of porosity estimation from multiple seismic attributes C Zou, L Zhao, M Xu, Y Chen, J Geng SEG International Exposition and Annual Meeting, D011S066R003, 2021 | 3 | 2021 |
| Porosity prediction from prestack seismic data via deep learning: incorporating a low-frequency porosity model J Liu, L Zhao, M Xu, X Zhao, Y You, J Geng Journal of Geophysics and Engineering 20 (5), 1016-1029, 2023 | 2 | 2023 |
| Seismic predictions of fluids via supervised deep learning: Incorporating various class-rebalance strategies S Gao, M Xu, L Zhao, Y Chen, J Geng Geophysics 88 (4), M185-M200, 2023 | 1 | 2023 |
| Deep-learning-based lithofacies prediction for a complex clastic reservoir using multiseismic information M Xu, S Gao, L Zhao First International Meeting for Applied Geoscience & Energy, 2129-2133, 2021 | 1 | 2021 |
| Deep carbonate reservoir characterization using multiseismic attributes: A comparison of unsupervised machine-learning approaches L Zhao, X Zhu, X Zhao, Y You, M Xu, T Wang, J Geng Geophysics 89 (2), B65-B82, 2024 | | 2024 |
| Rock-physics-guided machine learning for shear sonic log prediction L Zhao, J Liu, M Xu, Z Zhu, Y Chen, J Geng Geophysics 89 (1), D75-D87, 2024 | | 2024 |
| Deep carbonate reservoir characterization with unsupervised machine-learning approaches X Zhu, L Zhao, X Zhao, Y You, M Xu, T Wang SEG International Exposition and Annual Meeting, SEG-2023-3910455, 2023 | | 2023 |
