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Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems

Harsh Sharma, David Najera-Flores, Michael D. Todd, Boris Krämer

2024Computer Methods in Applied Mechanics and Engineering21 citationsDOIOpen Access PDF

Topics & Concepts

Nonlinear systemArtificial neural networkInferenceComputer scienceOperator (biology)Artificial intelligenceReduction (mathematics)AlgorithmMathematicsControl theory (sociology)GeometryPhysicsGeneControl (management)Quantum mechanicsBiochemistryRepressorTranscription factorChemistryModel Reduction and Neural NetworksStructural Health Monitoring TechniquesFluid Dynamics and Vibration Analysis
Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems | Litcius