| Inversion of well logs into lithology classes accounting for spatial dependencies by using hidden markov models and recurrent neural networks M Tian, H Omre, H Xu Journal of Petroleum Science and Engineering 196, 107598, 2021 | 55 | 2021 |
| Extraction of temporal information from social media messages using the BERT model K Ma, Y Tan, M Tian, X Xie, Q Qiu, S Li, X Wang Earth Science Informatics 15 (1), 573-584, 2022 | 35 | 2022 |
| What is this article about? Generative summarization with the BERT model in the geosciences domain K Ma, M Tian, Y Tan, X Xie, Q Qiu Earth Science Informatics, 1-16, 2022 | 34 | 2022 |
| Deep learning assisted well log inversion for fracture identification M Tian, B Li, H Xu, D Yan, Y Gao, X Lang Geophysical Prospecting 69 (2), 419-433, 2021 | 28 | 2021 |
| A question answering system based on mineral exploration ontology generation: A deep learning methodology Q Qiu, M Tian, K Ma, YJ Tan, L Tao, Z Xie Ore Geology Reviews 153, 105294, 2023 | 18 | 2023 |
| Artificial neural network assisted prediction of dissolution spatial distribution in the volcanic weathered crust: A case study from Chepaizi Bulge of Junggar Basin … M Tian, H Xu, J Cai, J Wang, Z Wang Marine and Petroleum Geology 110, 928-940, 2019 | 17 | 2019 |
| Ontology-based BERT model for automated information extraction from geological hazard reports K Ma, M Tian, Y Tan, Q Qiu, Z Xie, R Huang Journal of Earth Science 34 (5), 1390-1405, 2023 | 15 | 2023 |
| Chinese engineering geological named entity recognition by fusing multi-features and data enhancement using deep learning Q Qiu, M Tian, Z Huang, Z Xie, K Ma, L Tao, D Xu Expert Systems with Applications 238, 121925, 2024 | 14 | 2024 |
| Sedimentary architecture of hyperpycnal flow deposits: Cretaceous Sangyuan outcrop, from the Luanping Basin, North East China D Yan, H Xu, Z Xu, Z Lei, M Tian, L Cheng, Y Ma, Z Wang, M Ostadhassan Marine and Petroleum Geology 121, 104593, 2020 | 12 | 2020 |
| Geological symbol recognition on geological map using convolutional recurrent neural network with augmented data Q Qiu, Y Tan, K Ma, M Tian, Z Xie, L Tao Ore Geology Reviews 153, 105262, 2023 | 11 | 2023 |
| Semantic information extraction and search of mineral exploration data using text mining and deep learning methods Q Qiu, M Tian, L Tao, Z Xie, K Ma Ore Geology Reviews 165, 105863, 2024 | 10 | 2024 |
| A new workflow for multi-well lithofacies interpretation integrating joint petrophysical inversion, unsupervised, and supervised machine learning S Verma, S Bhattacharya, NUMK Chowdhury, M Tian SEG International Exposition and Annual Meeting, D011S093R002, 2021 | 10 | 2021 |
| Recurrent neural network: application in facies classification M Tian, S Verma Advances in subsurface data analytics, 65-94, 2022 | 7 | 2022 |
| Impact of petrographic characteristics on reservoir quality of tight sandstone reservoirs in coal‐bearing strata: A case study in Lower Permian Shihezi Formation in northern … Z Liu, S Wu, J Li, Z Xu, M Tian, T Zhang, Y An Geological Journal 56 (6), 3097-3117, 2021 | 7 | 2021 |
| 火成岩蚀变层段的有效储层识别及孔隙度定量表征--以滨南油田沙四段上亚段火成岩为例 王敏， 王永诗， 田淼， 傅爱兵， 朱家俊， 张顺， 余光华 Petroleum Geology & Recovery Efficiency 25 (4), 2018 | 7 | 2018 |
| Recognition of geological legends on a geological profile via an improved deep learning method with augmented data using transfer learning strategies M Tian, K Ma, Z Liu, Q Qiu, Y Tan, Z Xie Ore Geology Reviews 153, 105270, 2023 | 6 | 2023 |
| CnGeoPLM: Contextual knowledge selection and embedding with pretrained language representation model for the geoscience domain K Ma, S Zheng, M Tian, Q Qiu, Y Tan, X Hu, HY Li, Z Xie Earth Science Informatics 16 (4), 3629-3646, 2023 | 5 | 2023 |
| A deep learning-based method for deep information extraction from multimodal data for geological reports to support geological knowledge graph construction Y Chen, M Tian, Q Wu, L Tao, T Jiang, Q Qiu, H Huang Earth Science Informatics 17 (3), 1867-1887, 2024 | 4 | 2024 |
| Joint extraction of entity relations from geological reports based on a novel relation graph convolutional network M Tian, K Ma, Q Wu, Q Qiu, L Tao, Z Xie Computers & Geosciences 187, 105571, 2024 | 4 | 2024 |
| Multi-granularity retrieval of mineral resource geological reports based on multi-feature association K Ma, J Deng, M Tian, L Tao, J Liu, Z Xie, H Huang, Q Qiu Ore Geology Reviews 165, 105889, 2024 | 4 | 2024 |
