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Real-time full-field inference of displacement and stress from sparse local measurements using physics-informed neural networks

EngineeringPhysicsPhysic Aware Machine LearningMechanicsNatural SciencesSparse Neural NetworkNumerical SimulationStructural Health MonitoringReal-time Full-field InferenceInverse ProblemsComputational ImagingDeformation ReconstructionSparse Local MeasurementsPhysics-informed Neural NetworksMultiscale Modeling