A Tutorial on Sobol’ Global Sensitivity Analysis Applied to Biological Models

DOI10.1007/978-3-030-51862-2_6zbMath1481.92049OpenAlexW3091070197MaRDI QIDQ5013984

Americo jun. Cunha, Michel Tosin, Adriano M. A. Côrtes

Publication date: 3 December 2021

Published in: Networks in Systems Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-51862-2_6

zbMATH Keywords

global sensitivity analysismathematical biologysurrogate modelpolynomial chaos expansionSobol' indicesUQLab

Mathematics Subject Classification ID

Epidemiology (92D30) Population dynamics (general) (92D25) Systems biology, networks (92C42)

Uses Software

• UQLab

Cites Work

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• Methods and models in mathematical biology. Deterministic and stochastic approaches
• Uncertainty quantification. An accelerated course with advanced applications in computational engineering
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• The Mathematics of Infectious Diseases
• Handbook of Uncertainty Quantification
• An Introduction to Mathematical Modeling
• An Introduction to Mathematical Epidemiology
• Mathematical modelling of plankton-oxygen dynamics under the climate change

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