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Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning

Jan C. Schulze, Danimir T. Doncevic, Alexander Mitsos

2022Computers & Chemical Engineering27 citationsDOIOpen Access PDF

Topics & Concepts

Reduction (mathematics)Identification (biology)Type (biology)MIMOArtificial intelligenceSystem identificationComputer scienceDeep learningMathematicsBiological systemMachine learningData miningBiologyTelecommunicationsChannel (broadcasting)Measure (data warehouse)EcologyGeometryBotanyModel Reduction and Neural NetworksReal-time simulation and control systemsFluid Dynamics and Vibration Analysis
Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning | Litcius