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

Zongren Zou, Xuhui Meng, George Em Karniadakis

2024Computer Methods in Applied Mechanics and Engineering27 citationsDOI

Topics & Concepts

Artificial neural networkUncertainty quantificationComputer scienceArtificial intelligenceMathematicsMachine learningModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsNuclear reactor physics and engineering