Concepedia

Wei David Liu

WD

4

Publications

240

Citations

4

H-Index

2019

Active since

Affiliations

China University of Petroleum, East China(Current)

Wei David Liu is an author at China University of Petroleum, East China specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningForecastingCivil EngineeringReservoir ModelingPetroleum ProductionPredictive AnalyticsReservoir SimulationPetroleum Engineering

Publications per year

2019–2020

4

Publications

4

Forecasting oil production using ensemble empirical model decomposition based Long Short-Term Memory neural network

Wei Liu, Wei David Liu, Jianwei Gu · Journal of Petroleum Science and Engineering · 2020 · 164 citations

Forecasting Methodology, Engineering, Machine Learning +10

Predictive model for water absorption in sublayers using a Joint Distribution Adaption based XGBoost transfer learning method

Wei Liu, Wei David Liu · Journal of Petroleum Science and Engineering · 2020 · 45 citations

Engineering, Machine Learning, Joint Distribution Adaption +5

Petroleum Production Forecasting Based on Machine Learning

Wei Liu, Wei David Liu, Jianwei Gu · 2019 · 16 citations

Forecasting Methodology, Engineering, Machine Learning +18

Reservoir Inter-Well Connectivity Analysis Based on a Data Driven Method

Wei Liu, Wei David Liu, Jianwei Gu · 2019 · 15 citations

Hydrogeology, Engineering, Data Science +15

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