Concepedia
Statistics
Publications
13
Citations
659
H-Index
12
Active since
2018
Affiliations
Tsinghua University(Current)
China University of Petroleum, Beijing
North China University of Technology
Research Institute of Petroleum Exploration and Development
Yile Ao is an author at Tsinghua University specializing in engineering, data science, and machine learning.
Top concepts
EngineeringData ScienceMachine LearningSeismologyDeep LearningImage AnalysisComputer ScienceInverse ProblemsComputer VisionSeismic Imaging
Publications per year
2018–2023
The linear random forest algorithm and its advantages in machine learning assisted logging regression modeling
Yile Ao, Hongqi Li, Liping Zhu et al. · Journal of Petroleum Science and Engineering · 2018 · 302 citations
Engineering, Machine Learning, Data Science +14
Identifying channel sand-body from multiple seismic attributes with an improved random forest algorithm
Yile Ao, Hongqi Li, Liping Zhu et al. · Journal of Petroleum Science and Engineering · 2018 · 59 citations
Geotechnical Engineering, Multiple Seismic Attributes, Ground Motion +12
Logging Lithology Discrimination in the Prototype Similarity Space With Random Forest
Yile Ao, Hongqi Li, Liping Zhu et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 50 citations
Engineering, Machine Learning, Forest Biometrics +25
Multitask Learning for Super-Resolution of Seismic Velocity Model
Yinshuo Li, Jianyong Song, Wenkai Lu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 42 citations
Convolutional Neural Network, Image Analysis, Machine Learning +14
Probabilistic logging lithology characterization with random forest probability estimation
Yile Ao, Liping Zhu, Shuang Guo et al. · Computers & Geosciences · 2020 · 39 citations
Forest Biometrics, Lithology Characterization, Forestry +4
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