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Multi-fidelity surrogate modeling using long short-term memory networks

Paolo Conti, Mengwu Guo, Andrea Manzoni, Jan S. Hesthaven

2022Computer Methods in Applied Mechanics and Engineering85 citationsDOIOpen Access PDF

Topics & Concepts

FidelityComputer scienceLeverage (statistics)Artificial neural networkSurrogate modelPolygon meshHigh fidelityMachine learningComputationKey (lock)AlgorithmArtificial intelligenceComputer securityEngineeringComputer graphics (images)Electrical engineeringTelecommunicationsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Vibration Analysis
Multi-fidelity surrogate modeling using long short-term memory networks | Litcius