Diffusion maps-aided Neural Networks for the solution of parametrized PDEs
Ioannis Kalogeris, Vissarion Papadopoulos
Topics & Concepts
Diffusion mapCurse of dimensionalityPartial differential equationArtificial neural networkDimensionality reductionComputer scienceParametric statisticsBasis functionRepresentation (politics)AlgorithmMathematical optimizationMathematicsApplied mathematicsArtificial intelligenceNonlinear dimensionality reductionMathematical analysisPoliticsLawStatisticsPolitical scienceModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFractional Differential Equations Solutions