13 citations · 18 across the 5 of their papers we have counts for
3 papers · 1 filter
Approximate Propagation of both Epistemic and Aleatory Uncertainty through Dynamic Systems
Gabriel Terejanu, Puneet Singla, Tarunraj Singh +1
When ignorance due to the lack of knowledge, modeled as epistemic uncertainty using Dempster-Shafer structures on closed intervals, is present in the model parameters, a new uncert…
Approximate Interval Method for Epistemic Uncertainty Propagation using Polynomial Chaos and Evidence Theory
Gabriel Terejanu, Puneet Singla, Tarunraj Singh +1
The paper builds upon a recent approach to find the approximate bounds of a real function using Polynomial Chaos expansions. Given a function of random variables with compact suppo…
Decision Based Uncertainty Propagation Using Adaptive Gaussian Mixtures
Gabriel Terejanu, Puneet Singla, Tarunraj Singh +1
Given a decision process based on the approximate probability density function returned by a data assimilation algorithm, an interaction level between the decision making level and…