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Currently, only one type of variable is allowed in an experiment. For example, this:
variables
uniform_uncertain = 2
lower_bounds = -1.0 -1.0
upper_bounds = 1.0 1.0
descriptors = 'x1' 'x2'
is a variable block that can be produced by this package. However, Dakota supports compound blocks; for example, from the delft3d-polynomial-chaos-1 experiment in mdpiper/dakota-experiments:
variables
normal_uncertain = 2
descriptors 'Sand-SedDia' 'Silt-SedDia'
means 1.0e-4 3.0e-5
std_deviations 2.28e-5 2.73e-5
lower_bounds 6.25e-5 8.0e-6
upper_bounds 2.0e-4 6.25e-5
uniform_uncertain = 1
descriptors 'Mud-TcrEro'
lower_bounds 1.0e-1
upper_bounds 1.0e+0
We need to update the variables subpackage to allow compound variables blocks to be created.
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