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Sensitivity Analysis in the Presence of Intrinsic Stochasticity for Discrete Fracture Network Simulations
In this paper, we perform a Sensitivity Analysis, which directly attributes the uncertainty observed in the QoI to the epistemic uncertainty from each input parameter and to the aleatoric uncertainty.
Nonparametric Multi-shape Modeling with Uncertainty Quantification
The modeling and uncertainty quantification of closed curves is an important problem in the field of shape analysis, and can have significant ramifications for subsequent statistical tasks.
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