Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Optimal Uncertainty Quantification of a risk measurement from a
  thermal-hydraulic code using Canonical Moments   We study an industrial computer code related to nuclear safety. A major topic
of interest is to assess the uncertainties tainting the results of a computer
simulation. In this work we gain robustness on the quantification of a risk
measurement by accounting for all sources of uncertainties tainting the inputs
of a computer code. To that extent, we evaluate the maximum quantile over a
class of distributions defined only by constraints on their moments. Two
options are available when dealing with such complex optimization problems: one
can either optimize under constraints; or preferably, one should reformulate
the objective function. We identify a well suited parameterization to compute
the optimal quantile based on the theory of canonical moments. It allows an
effective, free of constraints, optimization.

18
The categories of this paper are: econ
9
The categories of this paper are: nlin
37
The categories of this paper are: supr-con
13
The categories of this paper are: quant-ph
11
The categories of this paper are: hep-lat
1
The categories of this paper are: cs
15
The categories of this paper are: nucl-ex
12
The categories of this paper are: nucl-th
22
The categories of this paper are: chao-dyn
34
The categories of this paper are: chem-ph
35
The categories of this paper are: mtrl-th
31
The categories of this paper are: ao-sci
19
The categories of this paper are: eess
10
The categories of this paper are: q-bio
32
The categories of this paper are: atom-ph
30
The categories of this paper are: q-alg