Browsing by Subject "Uncertainty Propagation"
Now showing items 1-5 of 5
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(2020-01-25)Collisions between Earth orbiting satellites and debris have been a topic of growing concern among satellite operators and governments for many years. At the heart of preventing collisions, which have been observed to have ...
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Distribution Optimal Importance Weights For Efficient Uncertainty Propagation Through Model Chains (2019-11-12)This thesis proposes a least squares formulation to determine a set of empirical importance weights to achieve a change of probability measure. The objective of the thesis is to estimate statistics from a target distribution ...
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(2022-04-01)Uncertainty Quantification (UQ) and its subsequent propagation are powerful tools for estimating material property and performance distributions. As the paradigm of materials discovery within an Integrated Computational ...
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(2022-08-17)We study the Fokker-Planck-Kolmogorov equation as the means of modeling the evolution of the probability density function of state variables in stochastic dynamics. This is a partial differential equation which cannot be ...
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(2020-07-30)Concrete is one of the widely used synthetic material for construction around the world. Similarly, shale rocks are essential to the oil and gas industry as they are the source formations since the adoption of hydraulic ...