On-the-fly reduced order modeling of passive and reactive species via time-dependent manifolds
Donya Ramezanian, Arash G. Nouri, Hessam Babaee
Topics & Concepts
Orthonormal basisPrincipal component analysisRank (graph theory)Matrix decompositionApplied mathematicsDimensionality reductionDimension (graph theory)Intrinsic dimensionManifold (fluid mechanics)Matrix (chemical analysis)Mathematical optimizationMathematicsComputer scienceBiological systemPhysicsEigenvalues and eigenvectorsPure mathematicsChemistryArtificial intelligenceStatisticsQuantum mechanicsChromatographyCombinatoricsEngineeringMechanical engineeringBiologyCurse of dimensionalityModel Reduction and Neural NetworksCombustion and flame dynamicsFluid Dynamics and Turbulent Flows