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Physics-informed deep sparse regression network for nonlinear dynamical system identification

Shangyu Zhao, Changming Cheng, Miaomiao Lin, Zhike Peng

2024Journal of Sound and Vibration11 citationsDOI

Topics & Concepts

Nonlinear systemIdentification (biology)Nonlinear dynamical systemsStatistical physicsSystem identificationNonlinear regressionRegressionDynamical systems theoryApplied mathematicsArtificial intelligenceComputer sciencePhysicsRegression analysisMathematicsMachine learningAlgorithmCalculus (dental)StatisticsData miningBiologyQuantum mechanicsBotanyDentistryMeasure (data warehouse)MedicineModel Reduction and Neural NetworksImage and Signal Denoising MethodsMachine Fault Diagnosis Techniques
Physics-informed deep sparse regression network for nonlinear dynamical system identification | Litcius