A graph-based probabilistic geometric deep learning framework with online enforcement of physical constraints to predict the criticality of defects in porous materials
Vasilis Krokos, Stéphane Bordas, Pierre Kerfriden
Topics & Concepts
Computer scienceProbabilistic logicExtrapolationMicroscale chemistryConvolutional neural networkArtificial intelligenceDiscretizationInferenceScalabilityGraphArtificial neural networkMachine learningAlgorithmTheoretical computer scienceMathematicsMathematics educationDatabaseMathematical analysisComposite Material MechanicsModel Reduction and Neural NetworksEnhanced Oil Recovery Techniques