The Neural Network shifted-proper orthogonal decomposition: A machine learning approach for non-linear reduction of hyperbolic equations
Davide Papapicco, Nicola Demo, Michele Girfoglio, Giovanni Stabile, Gianluigi Rozza
Topics & Concepts
Linear subspaceSubspace topologyBenchmark (surveying)Projection (relational algebra)Artificial neural networkAlgorithmField (mathematics)AdvectionComputer scienceReduction (mathematics)Transformation (genetics)Range (aeronautics)MathematicsApplied mathematicsArtificial intelligenceMathematical optimizationGeometryEngineeringChemistryPure mathematicsThermodynamicsPhysicsBiochemistryGeographyGeodesyAerospace engineeringGeneModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Turbulent Flows