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Efficient deep-learning-based history matching for fluvial channel reservoirs

Suryeom Jo, Hoonyoung Jeong, Baehyun Min, Changhyup Park, Yeungju Kim, Seoyoon Kwon, Alexander Y. Sun

2021Journal of Petroleum Science and Engineering36 citationsDOI

Topics & Concepts

AutoencoderComputer scienceConvolutional neural networkPattern recognition (psychology)Artificial intelligenceDimensionality reductionDeep learningConvolution (computer science)Principal component analysisChannel (broadcasting)Artificial neural networkAlgorithmComputer networkReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering
Efficient deep-learning-based history matching for fluvial channel reservoirs | Litcius