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A Conformal Prediction Framework for Uncertainty Quantification in Physics-Informed Neural Networks

arXiv – cs.LG • • Original
#Physics-Informed Neural Networks #uncertainty quantification #Conformal Prediction #PDEs #lokale Konformitätsquantile #räumliche Heteroskedastizität #finite-sample Coverage #adaptive Unsicherheitsbänder
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