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Finite element approximation of wave problems with correcting terms based on training artificial neural networks with fine solutions

Arnau Fabra, Joan Baiges, Ramón Codina

2022Computer Methods in Applied Mechanics and Engineering13 citationsDOIOpen Access PDF

Topics & Concepts

DiscretizationArtificial neural networkTerm (time)Computer scienceDomain (mathematical analysis)Finite element methodWave equationAlgorithmFrequency domainApplied mathematicsArtificial intelligenceMathematicsMathematical analysisEngineeringPhysicsComputer visionStructural engineeringQuantum mechanicsNumerical methods in engineeringElectromagnetic Simulation and Numerical MethodsModel Reduction and Neural Networks