Structural identification with physics-informed neural ordinary differential equations
Zhilu Lai, Charilaos Mylonas, Satish Nagarajaiah, Eleni Chatzi
Topics & Concepts
OdeOrdinary differential equationIdentification (biology)Curse of dimensionalityArtificial neural networkNonlinear systemDynamical systems theoryNonlinear system identificationComputer scienceSystem identificationSystem dynamicsArtificial intelligenceRepresentation (politics)Differential equationMachine learningAlgorithmMathematicsApplied mathematicsPhysicsData modelingMathematical analysisPolitical sciencePoliticsBiologyQuantum mechanicsDatabaseLawBotanyModel Reduction and Neural NetworksStructural Health Monitoring TechniquesHydraulic and Pneumatic Systems