Litcius/Paper detail

Operator inference with roll outs for learning reduced models from scarce and low-quality data

Wayne Isaac Tan Uy, Dirk Hartmann, Benjamin Peherstorfer

2023Computers & Mathematics with Applications18 citationsDOIOpen Access PDF

Topics & Concepts

InterpretabilityInferenceRobustness (evolution)Computer scienceOperator (biology)Machine learningScalabilityArtificial intelligenceData miningAlgorithmChemistryRepressorTranscription factorDatabaseGeneBiochemistryModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisReservoir Engineering and Simulation Methods
Operator inference with roll outs for learning reduced models from scarce and low-quality data | Litcius