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Prediction of numerical homogenization using deep learning for the Richards equation

Sergei Stepanov, Denis Spiridonov, Tina Mai

2022Journal of Computational and Applied Mathematics21 citationsDOI

Topics & Concepts

Homogenization (climate)MathematicsRichards equationNonlinear systemArtificial neural networkStiffness matrixStiffnessApplied mathematicsMathematical analysisMathematical optimizationArtificial intelligenceComputer scienceGeotechnical engineeringGeologyQuantum mechanicsEngineeringBiodiversityPhysicsBiologyEcologyWater contentStructural engineeringAdvanced Mathematical Modeling in EngineeringComposite Material MechanicsAdvanced Numerical Methods in Computational Mathematics
Prediction of numerical homogenization using deep learning for the Richards equation | Litcius