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Miao Tian
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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
182021
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
72019
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
油气地质与采收率 25 (4), 22-27, 2018
42018
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
32021
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
22020
Application of seismic attributes and machine learning for imaging submarine slide blocks on the North Slope, Alaska
S Bhattacharya, M Tian, J Rotzien, S Verma
SEG Technical Program Expanded Abstracts 2020, 1096-1100, 2020
22020
Well logs inversion into lithology classes: Comparing Bayesian inversion and machine learning
M Tian, H Omre, H Xu
Petroleum Geostatistics 2019 2019 (1), 1-5, 2019
22019
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
First International Meeting for Applied Geoscience & Energy, 2213-2217, 2021
12021
Machine Learning Assisted Prediction of Dissolution Spatial Distribution in Volcanic Weathered Crust Reservoirs: A Case Study presented by Da Kun Xiao
M Tian, H Xu, J Cai, Z Wang
2018 AAPG International Conference and Exhibition, 2018
12018
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
2021
Sumit Verma*, University of Texas Permian Basin, Texas, USA Shuvajit Bhattacharya, The University of Texas at Austin, Texas, USA Nur Uddin Md Khaled Chowdhury, University of …
M Tian
2021
Mesozoic multistage structural deformation along the Ke‐Bai fault zone in the north‐west Junggar Basin, NW China
D Yan, H Xu, Z Xu, M Tian, Z Lei
Geological Journal 55 (6), 4097-4111, 2020
2020
Effect of Turbidite Fan Sedimentary System on Reservoir Diagenesis in Chexi Sag
Y Yongpeng, D Chunmei, R Lihua, T Miao
Journal of Petrochemical Universities 31 (5), 53, 2018
2018
基于集合卡尔曼滤波算法刻画低渗透砂岩储层的相对高渗透条带
田淼, 董春梅, 于永朋, 宋雪梅
油气地质与采收率 25 (4), 16-21, 2018
2018
Well logs inversion into lithology classes: comparing machine learning and Bayesian inversion
M Tian, H Omre, H Xu
Quantitative Evaluation of Hydrocarbon Migration Pathways in Tight Sand Reservoirs Based on Multi-Parameters: A Case Study From Yanchang Formation of Upper Triassic in Honghe …
J Jia, N Qiu, W Yin, M Tian, W Liu
AAPG ACE 2018, 0
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Articles 1–16