Physics-informed neural networks based digital volume correlation for displacement and strain measurements
Zhuhong Wang, Hang Zhou, Hanlong Liu
Topics & Concepts
Digital image correlationDiscretizationArtificial neural networkDisplacement fieldComputer scienceAlgorithmDisplacement (psychology)Compatibility (geochemistry)Data consistencyConsistency (knowledge bases)Artificial intelligenceDeformation (meteorology)Deep learningShear (geology)Digital imageFunction (biology)Field (mathematics)BackpropagationImage resolutionBridging (networking)MathematicsObservational errorRepresentation (politics)Shear bandComputer visionStructural engineeringStructural health monitoringModel Reduction and Neural NetworksStructural Health Monitoring TechniquesOptical measurement and interference techniques