| Fully connected deep network: An improved method to predict TOC of shale reservoirs from well logs D Zheng, S Wu, M Hou Marine and Petroleum Geology 132, 105205, 2021 | 33 | 2021 |
| Application of machine learning in the identification of fluvial-lacustrine lithofacies from well logs: A case study from Sichuan Basin, China D Zheng, M Hou, A Chen, H Zhong, Z Qi, Q Ren, J You, H Wang, C Ma Journal of Petroleum Science and Engineering 215, 110610, 2022 | 30 | 2022 |
| Zircon classification from cathodoluminescence images using deep learning D Zheng, S Wu, C Ma, L Xiang, L Hou, A Chen, M Hou Geoscience Frontiers 13 (6), 101436, 2022 | 22 | 2022 |
| Explainable deep learning for automatic rock classification D Zheng, H Zhong, G Camps-Valls, Z Cao, X Ma, B Mills, X Hu, M Hou, ... Computers & Geosciences 184, 105511, 2024 | 12 | 2024 |
| Jurassic paleomagnetism of the Lhasa terrane—Implications for Tethys evolution and true polar wander Y Ma, Q Wang, H Wang, B Wan, S Zhang, C Deng, D Zheng, Q Ren, ... Journal of Geophysical Research: Solid Earth 127 (12), e2022JB025577, 2022 | 12 | 2022 |
| Provenance of upper Permian-lowermost Triassic sandstones, Wutonggou low-order cycle, Bogda Mountains, NW China: implications on the unroofing history of the Eastern North … DY Zheng, W Yang Journal of Palaeogeography 9 (1), 19, 2020 | 10 | 2020 |
| Construction of a fluvial facies knowledge graph and its application in sedimentary facies identification L Zhang, M Hou, A Chen, H Zhong, JG Ogg, D Zheng Geoscience Frontiers 14 (2), 101521, 2023 | 9 | 2023 |
| A knowledge graph for standard carbonate microfacies and its application in the automatical reconstruction of the relative sea-level curve H Wang, H Zhong, A Chen, K Li, H He, Z Qi, D Zheng, H Zhao, M Hou Geoscience Frontiers 14 (5), 101535, 2023 | 8 | 2023 |
| DDViT: Advancing lithology identification on FMI image logs through a dual modal transformer model with less information drop L Hou, C Ma, W Tang, Y Zhou, S Ye, X Chen, X Zhang, C Yu, A Chen, ... Geoenergy Science and Engineering 234, 212662, 2024 | 4 | 2024 |
| Sediment grain segmentation in thin-section images using dual-modal Vision Transformer D Zheng, L Hou, X Hu, M Hou, K Dong, S Hu, R Teng, C Ma Computers & Geosciences, 105664, 2024 | 3 | 2024 |
| Using Deep Learning to integrate paleoclimate and global biogeochemistry over Phanerozoic time D Zheng, A Merdith, Y Goddéris, Y Donnadieu, K Gurung, BJW Mills Geoscientific Model Development Discussions 2024, 1-20, 2024 | 3 | 2024 |
| Marine aragonite evolution in the oxygen-decreasing interval before the Cenomanian-Turonian Ocean anoxic event (OAE2) in the southeastern Neo-Tethys Y Ge, H Wang, Z Tian, D Zheng, L Yi, H Han Sedimentary Geology 429, 106078, 2022 | 3 | 2022 |
| Principal component analysis of textural characteristics of fluvio-lacustrine sandstones and controlling factors of sandstone textures DY Zheng, SX Wu Geological Magazine 158 (10), 1847-1861, 2021 | 3 | 2021 |
| Progress in the applications of the Paleobiology Database in paleogeographic reconstruction W Xiaonan, REN Qiang, HOU Mingcai, D Junling, C Anqing, MA Chao, ... Sedimentary Geology and Tethyan Geology 44 (1), 34-44, 2024 | 2 | 2024 |
| CoreViT: a new vision transformer model for lithology identification in cores Z Cao, C Ma, W Tang, Y Zhou, H Zhong, S Ye, K Wu, X Chen, D Zheng, ... Geoenergy Science and Engineering, 213012, 2024 | 1 | 2024 |
| A New Stochastic Process of Prestack Inversion for Rock Property Estimation L Yin, S Zhang, K Xiang, Y Ma, Y Ji, K Chen, D Zheng Applied Sciences 12 (5), 2392, 2022 | 1 | 2022 |
| Provenance and depositional environments of the upper Permian-lowermost Triassic fluvial and lacustrine sandstones, Wutonggou low-order cycle, Bogda Mountains, NW China D Zheng Missouri University of Science and Technology, 2019 | 1 | 2019 |
| A multi-stage adaptive otsu thresholding algorithm for pore segmentation in rock thin-section images C Yu, W Wu, J Zheng, W Zeng, D Zheng, Z Li, C Chen, S Wang Earth Science Informatics 18 (2), 1-15, 2025 | | 2025 |
| Continental drift triggered the Early Permian aridification of North China Q Ren, S Zhang, M Hou, D Zheng, H Wu, T Yang, H Li, A Chen, JG Ogg Nature Communications 16 (1), 384, 2025 | | 2025 |
| Detachment of the subducting slab in ancient subduction zones discerned using machine learning Q Ou, D Zheng, ARL Nichols, K Wang, SP Qian, F Zi, A Ma, YC Zeng, ... Journal of Geophysical Research: Machine Learning and Computation 1 (4 …, 2024 | | 2024 |