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Uncertainty quantification for noisy inputs–outputs in physics-informed neural networks and neural operators

Artificial IntelligenceUncertainty (Quantum Physics)EngineeringMachine LearningPhysicsPhysic Aware Machine LearningUncertainty QuantificationUncertainty (Knowledge Representation)Neural OperatorsNoisy Inputs–outputsUncertainty ModelingPhysics-informed Neural Networks