Recurrent neural network closure of parametric POD-Galerkin reduced-order models based on the Mori-Zwanzig formalism
Qian Wang, Nicolò Ripamonti, Jan S. Hesthaven
Topics & Concepts
Recurrent neural networkClosure (psychology)Nonlinear systemGalerkin methodApplied mathematicsParametric statisticsMathematicsArtificial neural networkFormalism (music)Point of deliveryAlgorithmComputer scienceMathematical optimizationControl theory (sociology)Artificial intelligencePhysicsVisual artsMusicalStatisticsMarket economyArtEconomicsControl (management)BiologyQuantum mechanicsAgronomyModel Reduction and Neural NetworksNumerical methods for differential equationsMagnetic Properties and Applications