Uncertainty quantification by direct propagation of shallow ensembles

Matthias Kellner, Michele Ceriotti

Statistical learning algorithms provide a generally-applicable framework to sidestep time-consuming experiments, or accurate physics-based modeling, but they introduce a further so…