Source code for gemseo_umdo.use_cases.heat_equation.uncertain_space

# Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com
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# Lesser General Public License for more details.
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"""The uncertain space to be used with the heat equation discipline."""
from __future__ import annotations

from gemseo.algos.parameter_space import ParameterSpace
from numpy import pi


[docs]class HeatEquationUncertainSpace(ParameterSpace): """The uncertain space to be used with the heat equation discipline.""" def __init__(self, nu_bounds: tuple[float, float] = (0.001, 0.009)) -> None: r""" Args: nu_bounds: The lower and upper bounds of the thermal diffusivity $\nu$. """ # noqa: D205 D212 D415 distribution_name = "OTUniformDistribution" super().__init__() self.add_random_variable("X_1", distribution_name, minimum=-pi, maximum=pi) self.add_random_variable("X_2", distribution_name, minimum=-pi, maximum=pi) self.add_random_variable("X_3", distribution_name, minimum=-pi, maximum=pi) self.add_random_variable( "X_4", distribution_name, minimum=nu_bounds[0], maximum=nu_bounds[1] ) self.add_random_variable("X_5", distribution_name, minimum=-1.0, maximum=1.0) self.add_random_variable("X_6", distribution_name, minimum=-1.0, maximum=1.0) self.add_random_variable("X_7", distribution_name, minimum=-1.0, maximum=1.0)