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A nonlinear solver based on an adaptive neural network, introduction and application to porous media flow

Mohammad Ebadi, Seyed Hassan Zabihifar, Yashar Bezyan, Dmitry Koroteev

2020Journal of Natural Gas Science and Engineering16 citationsDOI

Topics & Concepts

Jacobian matrix and determinantNonlinear systemSolverArtificial neural networkPartial differential equationComputer sciencePorous mediumAutomatic differentiationFlow (mathematics)Applied mathematicsMathematical optimizationMathematicsAlgorithmArtificial intelligencePorosityEngineeringMathematical analysisPhysicsGeotechnical engineeringComputationGeometryQuantum mechanicsHydraulic Fracturing and Reservoir AnalysisReservoir Engineering and Simulation MethodsEnhanced Oil Recovery Techniques
A nonlinear solver based on an adaptive neural network, introduction and application to porous media flow | Litcius