Neural-network-augmented projection-based model order reduction for mitigating the Kolmogorov barrier to reducibility
Joshua Barnett, Charbel Farhat, Yvon Maday
Topics & Concepts
Dimensionality reductionArtificial neural networkProjection (relational algebra)Computer scienceQuadratic equationParametric statisticsAffine transformationReduction (mathematics)Model order reductionMathematical optimizationCurse of dimensionalityApplied mathematicsAlgorithmMathematicsArtificial intelligenceStatisticsGeometryPure mathematicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsFluid Dynamics and Vibration Analysis