Operator inference for non-intrusive model reduction with quadratic manifolds
Rudy Geelen, Stephen J. Wright, Karen Willcox
Topics & Concepts
Subspace topologyQuadratic equationMathematicsDimensionality reductionApplied mathematicsOperator (biology)Manifold (fluid mechanics)Projection (relational algebra)Quadratic programmingReduction (mathematics)Degrees of freedom (physics and chemistry)AlgorithmEmbeddingMathematical optimizationComputer scienceArtificial intelligenceMathematical analysisGeometryChemistryBiochemistryGeneEngineeringQuantum mechanicsRepressorPhysicsTranscription factorMechanical engineeringModel Reduction and Neural NetworksNumerical methods for differential equationsNuclear reactor physics and engineering