| Forming a new small sample deep learning model to predict total organic carbon content by combining unsupervised learning with semisupervised learning L Zhu, C Zhang, C Zhang, Z Zhang, X Nie, X Zhou, W Liu, X Wang Applied Soft Computing 83, 105596, 2019 | 95 | 2019 |
| A new and reliable dual model-and data-driven TOC prediction concept: A TOC logging evaluation method using multiple overlapping methods integrated with semi-supervised deep … L Zhu, C Zhang, C Zhang, Z Zhang, X Zhou, W Liu, B Zhu Journal of Petroleum Science and Engineering 188, 106944, 2020 | 92 | 2020 |
| Challenges and prospects of digital core‐reconstruction research L Zhu, C Zhang, C Zhang, X Zhou, Z Zhang, X Nie, W Liu, B Zhu Geofluids 2019 (1), 7814180, 2019 | 87 | 2019 |
| Prediction of total organic carbon content in shale reservoir based on a new integrated hybrid neural network and conventional well logging curves L Zhu, C Zhang, C Zhang, Y Wei, X Zhou, Y Cheng, Y Huang, L Zhang Journal of Geophysics and Engineering 15 (3), 1050-1061, 2018 | 73 | 2018 |
| An improved method for evaluating the TOC content of a shale formation using the dual-difference ΔlogR method L Zhu, C Zhang, Z Zhang, X Zhou, W Liu Marine and Petroleum Geology 102, 800-816, 2019 | 66 | 2019 |
| Key factors of marine shale conductivity in southern China—Part II: The influence of pore system and the development direction of shale gas saturation models L Zhu, Y Ma, J Cai, C Zhang, S Wu, X Zhou Journal of Petroleum Science and Engineering 209, 109516, 2022 | 65 | 2022 |
| U-Net model for multi-component digital rock modeling of shales based on CT and QEMSCAN images B Li, X Nie, J Cai, X Zhou, C Wang, D Han Journal of Petroleum Science and Engineering 216, 110734, 2022 | 56 | 2022 |
| Bi-LSTM deep neural network reservoir classification model based on the innovative input of logging curve response sequences Z Xueqing, Z Zhansong, Z Chaomo Ieee Access 9, 19902-19915, 2021 | 43 | 2021 |
| A saturation evaluation method in tight gas sandstones based on diagenetic facies X Zhou, C Zhang, Z Zhang, R Zhang, L Zhu, C Zhang Marine and Petroleum Geology 107, 310-325, 2019 | 40 | 2019 |
| High-precision calculation of gas saturation in organic shale pores using an intelligent fusion algorithm and a multi-mineral model L Zhu, C Zhang, Z Zhang, X Zhou Advances in Geo-Energy Research 4 (2), 135-151, 2020 | 38 | 2020 |
| Rapid identification of high-quality marine shale gas reservoirs based on the oversampling method and random forest algorithm L Zhu, X Zhou, C Zhang Artificial Intelligence in Geosciences 2, 76-81, 2021 | 36 | 2021 |
| Application of Multiboost-KELM algorithm to alleviate the collinearity of log curves for evaluating the abundance of organic matter in marine mud shale reservoirs: a case study … L Zhu, C Zhang, C Zhang, X Zhou, J Wang, X Wang Acta Geophysica 66 (5), 983-1000, 2018 | 35 | 2018 |
| Inversion of the permeability of a tight gas reservoir with the combination of a deep Boltzmann kernel extreme learning machine and nuclear magnetic resonance logging … L Zhu, C Zhang, Y Wei, X Zhou, Y Huang, C Zhang Interpretation 5 (3), T341-T350, 2017 | 29 | 2017 |
| Total organic carbon content logging prediction based on machine learning: A brief review L Zhu, X Zhou, W Liu, Z Kong Energy Geoscience 4 (2), 100098, 2023 | 26 | 2023 |
| Calculating the total porosity of shale reservoirs by combining conventional logging and elemental logging to eliminate the effects of gas saturation L Zhu, C Zhang, C Guo, Y Jiao, L Chen, X Zhou, C Zhang, Z Zhang Petrophysics 59 (02), 162-184, 2018 | 23 | 2018 |
| Saturation evaluation for fine-grained sediments L Zhu, S Wu, X Zhou, J Cai Geoscience Frontiers 14 (4), 101540, 2023 | 22 | 2023 |
| An improved theoretical nonelectric water saturation method for organic shale reservoirs L Zhu, C Zhang, C Zhang, Z Zhang, X Zhou, B Zhu IEEE access 7, 51441-51456, 2019 | 21 | 2019 |
| Key factors of marine shale conductivity in southern China—Part I: the influence factors other than porosity L Zhu, Y Ma, J Cai, C Zhang, S Wu, X Zhou Journal of Petroleum Science and Engineering 205, 108698, 2021 | 20 | 2021 |
| Fractal analysis and classification of pore structures of high-rank coal in Qinshui Basin, China D Zhao, Y Guo, G Wang, X Guan, X Zhou, J Liu Energies 15 (18), 6766, 2022 | 16 | 2022 |
| Well logging evaluation of fine-grained hydrate-bearing sediment reservoirs: Considering the effect of clay content LQ Zhu, J Sun, XQ Zhou, QP Li, Q Fan, SL Wu, SG Wu Petroleum Science 20 (2), 879-892, 2023 | 14 | 2023 |
