EuroPED-NN: uncertainty aware surrogate model
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DOI: 10.1088/1361-6587/ad6707
Abstract: This work successfully generates an uncertainty-aware surrogate model of the EuroPED plasma pedestal model using the Bayesian neural network with noise contrastive prior (BNN-NCP) technique. This model is trained using data from the JET-ILW pedestal… read more here.
Keywords: aware surrogate; surrogate model; uncertainty aware; model ... See more keywords