A physics-informed residual neural network in the meta-learning framework with non-proportionality measurement for multiaxial fatigue life prediction
Huiya Liao, Xingyue Sun, Xu Chen
Topics & Concepts
Artificial neural networkResidualvon Mises yield criterionGeneralizationComputer scienceMeasure (data warehouse)Transfer of learningArtificial intelligenceStructural engineeringResidual stressHausdorff distanceMachine learningRepresentation (politics)Transfer (computing)Materials scienceTransfer functionBackpropagationApproximation errorEngineeringNon-Destructive Testing TechniquesFault Detection and Control SystemsFatigue and fracture mechanics