For all examined sequences, we perform temporal propagation over 30 frames.
This is due to the facts that model inherent simplifications and generalisations perform error propagation, and that assumptions regarding mid- or long-term future are uncertain.
Thanks to the large French experimental database, we determined reliable covariance matrices associated to JEFF3.1.1 evaluations, in order to perform the propagation of nuclear data uncertainties.
Complex computer codes are often too time expensive to be directly used to perform uncertainty propagation studies, global sensitivity analysis or to solve optimization problems.
This section shows how this propagation can be attained by a piecewise approach in which the feature extraction is divided into different steps and the optimal method is chosen to perform uncertainty propagation in each step.
The framework we propose is general and can be used to perform uncertainty propagation and quantification in model-based simulations, multi-fidelity data fusion, and surrogate-based optimization.
Unlike other cosegmentation methods [8, 9, 18] which propagate the distributions of visual appearance in the pixel or superpixel level, we perform message propagation in the heat source level to reduce computation time.
Besides, as LP might happen to move a label towards nodes far from the origin, thus leading to a very poor community structure, we also perform label propagation with hop attenuation (LPHA) [28] that overcomes this drawback.
As stated above, this is due to the facts that model inherent simplifications and generalisations perform error propagation and that assumptions regarding mid- or long-term future cannot be verified or falsified with available tests at present time.
The only way to do this, is by learning from the baking yeast industry and perform the propagation in a fed batch reactor whereby the sugar concentration is kept constantly low – though not too low in order to avoid that the yeast grows purely aerobic and therefore may loose some of its fermentation characteristics – during propagation.
