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Physics-informed deep learning for prediction of CO2 storage site response

Parisa Shokouhi, Vikas Kumar, Sumedha Prathipati, Seyyed A. Hosseini, C. Lee Giles, Daniel Kifer

2021Journal of Contaminant Hydrology109 citationsDOIOpen Access PDF

Topics & Concepts

OverfittingDeep learningComputer scienceArtificial neural networkPartial differential equationArtificial intelligenceMachine learningMathematicsMathematical analysisCO2 Sequestration and Geologic InteractionsHydraulic Fracturing and Reservoir AnalysisModel Reduction and Neural Networks
Physics-informed deep learning for prediction of CO2 storage site response | Litcius