Concepedia

Yile Ao

YA

13

Publications

659

Citations

12

H-Index

2018

Active since

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

13

Publications

13

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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