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Global Sensitivity Analysis for Statistical Model Parameters [PDF]
SIAM/ASA Journal on Uncertainty Quantification, 2019 revisions
Joseph L. Hart +2 more
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A Matlab toolbox for Global Sensitivity Analysis
Environmental Modelling & Software, 2015 AbstractGlobal Sensitivity Analysis (GSA) is increasingly used in the development and assessment of environmental models. Here we present a Matlab/Octave toolbox for the application of GSA, called SAFE (Sensitivity Analysis For Everybody). It implements several established GSA methods and allows for easily integrating others. All methods implemented in
Pianosi, Francesca +2 more
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Key Characteristics identification by global sensitivity analysis [PDF]
International Journal on Interactive Design and Manufacturing (IJIDeM), 2019 During the design stage of product manufacturing, the designers try to specify only the necessary critical dimensions or what is called “Key Characteristics”. Knowing that dealing with Key Characteristics is time consuming and costly, it is preferable to reduce their number and exclude the non-contributing parameters.
Idriss, Dana +3 more
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Global Sensitivity Analysis of CASC2D Hydrological Model Parameters [PDF]
长江科学院院报[Objectives] The parameter calibration of the CASC2D hydrological model is mainly based on manual trial-and-error methods. It lacks a global sensitivity analysis of model parameters and the identification of relationships between parameters and ...
LI Xiao-ying, ZHANG Jin-hui, ZHAO Hong-jie
doaj +1 more source
Global Sensitivity Analysis of environmental models: Convergence and validation [PDF]
Environmental Modelling & Software, 2016 AbstractWe address two critical choices in Global Sensitivity Analysis (GSA): the choice of the sample size and of the threshold for the identification of insensitive input factors. Guidance to assist users with those two choices is still insufficient. We aim at filling this gap.
Sarrazin, Fanny J +2 more
openaire +3 more sources
Seismic Constraints on Interior Solar Convection [PDF]
, 2010 We constrain the velocity spectral distribution of global-scale solar convective cells at depth using techniques of local helioseismology. We calibrate the sensitivity of helioseismic waves to large-scale convective cells in the interior by analyzing ...
DeRosa, M. L. +2 more
core +3 more sources
Axioms, 2023 China bears a heavy burden due to tuberculosis (TB) with hundreds of thousands of people falling ill with the disease every year. Therefore, it is necessary to understand the effectiveness of current control measures in China.
Zhongkai Guo, Liang Zhang
doaj +1 more source
Sensitivity analysis of spatial models using geostatistical simulation [PDF]
, 2011 International audienceGeostatistical simulations are used to perform a global sensitivity analysis on a model Y = f(X1 ... Xk) where one of the model inputs Xi is a continuous 2D-field.
Bailly, Jean-Stéphane +3 more
core +2 more sources
Method of hierarchical global sensitivity analysis and its application in groundwater models
地质科技通报Objective Sensitivity analysis is an crucial tool in groundwater modelling for measuring the importance of various model inputs, enabling better allocation of limited funds and resources to reduce predictive uncertainty. Methods In this paper, we propose
Yujiao LIU +4 more
doaj +1 more source
Global Sensitivity Analysis of Large Reaction Mechanisms Using Fourier Amplitude Sensitivity Test
Journal of Chemistry, 2018 Global sensitivity analysis (GSA) of large chemical reaction mechanisms remains a challenge since the model with uncertainties in the large number of input parameters provides large dimension of input parameter space and tends to be difficult to evaluate
Shengqiang Lin +3 more
doaj +1 more source