Third-party - Single job - LS Dyna

Import the necessary libraries.

from UQpy.distributions import Uniform
from UQpy.run_model.RunModel import RunModel
from UQpy.run_model.model_execution.ThirdPartyModel import ThirdPartyModel
from UQpy.sampling import MonteCarloSampling

Define the distribution objects.

d1 = Uniform(location=0.02, scale=0.06)
d2 = Uniform(location=0.02, scale=0.01)
d3 = Uniform(location=0.02, scale=0.01)
d4 = Uniform(location=0.0025, scale=0.0075)
d5 = Uniform(location=0.02, scale=0.06)
d6 = Uniform(location=0.02, scale=0.01)
d7 = Uniform(location=0.02, scale=0.01)
d8 = Uniform(location=0.0025, scale=0.0075)

Draw the samples using MCS.

x = MonteCarloSampling(distributions=[d1, d2, d3, d4, d5, d6, d7, d8], samples_number=1, random_state=349857)

Run the model.

m = ThirdPartyModel(model_script='dyna_script.py', input_template='dyna_input.k',
                    var_names=['x0', 'y0', 'z0', 'R0', 'x1', 'y1', 'z1', 'R1'], model_dir='dyna_test', fmt='{:>10.4f}')
run_ = RunModel(samples=x.samples, ntasks=1, cores_per_task=48, model=m)