A physics-embedded deep-learning framework for efficient multi-fidelity modeling applied to guided wave based structural health monitoring
Vivek Nerlikar, Roberto Miorelli, Arnaud Recoquillay, Oscar D’Almeida
Topics & Concepts
Computer scienceHigh fidelityReliability (semiconductor)FidelityDeep learningSensitivity (control systems)Structural health monitoringComputationUncertainty quantificationMachine learningExperimental dataArtificial intelligenceComputer engineeringAlgorithmPhysicsElectronic engineeringAcousticsEngineeringStructural engineeringPower (physics)Quantum mechanicsTelecommunicationsStatisticsMathematicsUltrasonics and Acoustic Wave PropagationNon-Destructive Testing TechniquesStructural Health Monitoring Techniques