Shuyi Du - Concepedia

Author

Shuyi Du

University of Science and Technology Beijing ORCID

Also Known As

Du, Shuyi, Shu-Yi Du, Shuyi Du

Publications

410

Citations

H-Index

Concepts

All Affiliations

University of Science and Technology Beijing Chinese Academy of Sciences Beijing Institute of Big Data Research Computer Network Information Center China National Petroleum Corporation (China)

About

Shuyi Du is an author at University of Science and Technology Beijing specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	337
2	Civil Engineering	4	4	132
3	Business	2	2	51
4	Management	1	1	21
5	Computer Science	1	1	31

Shuyi Du

Publications

361

Citations

H-Index

Page 1

	Year	Citations
A systematic data-driven approach for production forecasting of coalbed methane incorporating deep learning and ensemble learning adapted to complex production patterns Shuyi Du, Jiulong Wang, Meizhu Wang, Energy Forecasting MethodologyEngineeringMachine LearningData ScienceComplex Production Patterns	2022	81
Potential for Prediction of Water Saturation Distribution in Reservoirs Utilizing Machine Learning Methods Qitao Zhang, Chenji Wei, Yuhe Wang, Energies EngineeringMachine LearningMachine Learning ToolRecurrent Neural NetworkReservoir Engineering	2019	46
Data-driven production optimization using particle swarm algorithm based on the ensemble-learning proxy model Shuyi Du, Xiangguo Zhao, Chiyu Xie, Petroleum Science EngineeringMachine LearningData-driven OptimizationEnsemble-learning Proxy ModelData Science	2023	39
An enhanced prediction framework for coalbed methane production incorporating deep learning and transfer learning Shuyi Du, Meizhu Wang, Jiaosheng Yang, Energy EngineeringCoalbed Methane ProductionPetroleum ProductionEnhanced Prediction FrameworkDeep Learning	2023	38
Evaluation of hydraulic fracturing effect on coalbed methane reservoir based on deep learning method considering physical constraints Hongqing Song, Shuyi Du, Jiaosheng Yang, Journal of Petroleum Science and Engineering Geotechnical EngineeringHydraulic FracturingEngineeringCoalbed Methane ReservoirDeep Learning Method	2022	36
The Connectivity Evaluation Among Wells in Reservoir Utilizing Machine Learning Methods Shuyi Du, Ruifei Wang, Chenji Wei, IEEE Access Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkAi Foundation	2020	31
Intelligent modeling with physics-informed machine learning for petroleum engineering problems Chiyu Xie, Shuyi Du, Jiulong Wang, ADVANCES IN GEO-ENERGY RESEARCH	2023	24
Data-driven physics-informed interpolation evolution combining historical-predicted knowledge for remaining oil distribution prediction Hongqing Song, Jingwei Zhu, Chenji Wei, Journal of Petroleum Science and Engineering Forecasting MethodologyProbabilistic ForecastingEngineeringMachine LearningData Science	2022	21
Prediction of effective stimulated reservoir volume after hydraulic fracturing utilizing deep learning Ming Yue, Tianru Song, Qiang Chen, Petroleum Science and Technology Convolutional Neural NetworkEngineeringMachine LearningWell StimulationRecurrent Neural Network	2022	19
Potential for Vertical Heterogeneity Prediction in Reservoir Basing on Machine Learning Methods Hongqing Song, Shuyi Du, Ruifei Wang, Geofluids EngineeringMachine LearningVertical Heterogeneity PredictionMachine Learning ToolAi Foundation	2020	14

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