Sensitivity Analysis for Uncertainty Quantification in Mathematical Models

2009 ◽  
pp. 195-247 ◽  
Author(s):  
Leon Arriola ◽  
James M. Hyman
Keyword(s):  
Sensitivity Analysis ◽  
Mathematical Models ◽  
Uncertainty Quantification

scholarly journals Fast Probabilistic Uncertainty Quantification and Sensitivity Analysis of a Mars Life Support System Model

2020 ◽  
Vol 53 (2) ◽  
pp. 7268-7273
Author(s):  
Georgios Makrygiorgos ◽  
Soumyajit Sen Gupta ◽  
Amor A. Menezes ◽  
Ali Mesbah
Keyword(s):  
Sensitivity Analysis ◽  
Uncertainty Quantification ◽  
Support System ◽  
Life Support ◽  
System Model ◽  
Life Support System ◽  
Probabilistic Uncertainty

scholarly journals The effects of flooding and weather conditions on leptospirosis transmission in Thailand

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Sudarat Chadsuthi ◽  
Karine Chalvet-Monfray ◽  
Anuwat Wiratsudakul ◽  
Charin Modchang
Keyword(s):  
Sensitivity Analysis ◽  
Public Education ◽  
Mathematical Models ◽  
Disease Transmission ◽  
Transmission Rate ◽  
Weather Conditions ◽  
Transmission Dynamics ◽  
Multiplication Rate ◽  
High Degree ◽  
Transmission Models

AbstractThe epidemic of leptospirosis in humans occurs annually in Thailand. In this study, we have developed mathematical models to investigate transmission dynamics between humans, animals, and a contaminated environment. We compared different leptospire transmission models involving flooding and weather conditions, shedding and multiplication rate in a contaminated environment. We found that the model in which the transmission rate depends on both flooding and temperature, best-fits the reported human data on leptospirosis in Thailand. Our results indicate that flooding strongly contributes to disease transmission, where a high degree of flooding leads to a higher number of infected individuals. Sensitivity analysis showed that the transmission rate of leptospires from a contaminated environment was the most important parameter for the total number of human cases. Our results suggest that public education should target people who work in contaminated environments to prevent Leptospira infections.

06-02 Methods for Uncertainty Quantification, Sensitivity Analysis, and Prediction Sessions

2021 ◽  
Author(s):  
Michael Prime ◽  
Gavin Jones ◽  
Vicente Romero ◽  
Justin Winokur ◽  
Benjamin Schroeder
Keyword(s):  
Sensitivity Analysis ◽  
Uncertainty Quantification

scholarly journals Status Report on Uncertainty Quantification and Sensitivity Analysis Tools in the Geologic Disposal Safety Assessment (GDSA) Framework.

2019 ◽  
Author(s):  
Laura Painton Swiler ◽  
Jon C. Helton ◽  
Eduardo Basurto ◽  
Dusty Marie Brooks ◽  
Paul Mariner ◽  
...  
Keyword(s):  
Sensitivity Analysis ◽  
Uncertainty Quantification ◽  
Safety Assessment ◽  
Status Report ◽  
Analysis Tools ◽  
Geologic Disposal
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