DPOSE uncertainty estimates on SchNet are higher for out-of-domain chemistry such as unseen elements, but are less reliable for structurally similar out-of-domain configurations.
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Uncertainty Quantification in Graph Neural Networks with Shallow Ensembles
DPOSE uncertainty estimates on SchNet are higher for out-of-domain chemistry such as unseen elements, but are less reliable for structurally similar out-of-domain configurations.