Model order reduction method based on (r)POD-ANNs for parameterized time-dependent partial differential equations
Fangxiong Cheng, Hui Xu, Xinlong Feng
Topics & Concepts
Reduction (mathematics)Model order reductionDimensionality reductionMathematicsPoint of deliveryArtificial neural networkParameterized complexityAlgorithmDegrees of freedom (physics and chemistry)Nonlinear systemBroyden–Fletcher–Goldfarb–Shanno algorithmMathematical optimizationApplied mathematicsComputer scienceArtificial intelligenceBiologyGeometryPhysicsAsynchronous communicationAgronomyQuantum mechanicsComputer networkProjection (relational algebra)Model Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisNanofluid Flow and Heat Transfer