Physics-informed machine learning for reliability and systems safety applications: State of the art and challenges
Yanwen Xu, Sara Kohtz, Jessica Boakye, Paolo Gardoni, Pingfeng Wang
Topics & Concepts
Reliability (semiconductor)FidelityComputer sciencePhysics of failureData scienceSystems engineeringRisk analysis (engineering)Machine learningArtificial intelligenceManagement scienceEngineeringPhysicsMedicineQuantum mechanicsPower (physics)TelecommunicationsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNon-Destructive Testing Techniques