A methodology for performing global uncertainty and sensitivity analysis in systems biology

S Marino, IB Hogue, CJ Ray, DE Kirschner - Journal of theoretical biology, 2008 - Elsevier
Accuracy of results from mathematical and computer models of biological systems is often
complicated by the presence of uncertainties in experimental data that are used to estimate …

Sensitivity analysis methods in the biomedical sciences

G Qian, A Mahdi - Mathematical biosciences, 2020 - Elsevier
Sensitivity analysis is an important part of a mathematical modeller's toolbox for model
analysis. In this review paper, we describe the most frequently used sensitivity techniques …

[图书][B] Analysis of kinetic reaction mechanisms

T Turányi, AS Tomlin - 2014 - Springer
Chemical processes can be described by detailed kinetic reaction mechanisms consisting of
several hundreds or even thousands of reaction steps. Such reaction mechanisms are used …

Analysis of the mitigation strategies for COVID-19: From mathematical modelling perspective

SM Kassa, JBH Njagarah, YA Terefe - Chaos, Solitons & Fractals, 2020 - Elsevier
In this article, a mathematical model for the transmission of COVID-19 disease is formulated
and analysed. It is shown that the model exhibits a backward bifurcation at R 0= 1 when …

Modeling the dynamics of COVID-19 with real data from Thailand

A Ibrahim, UW Humphries, PS Ngiamsunthorn… - Scientific Reports, 2023 - nature.com
In recent years, COVID-19 has evolved into many variants, posing new challenges for
disease control and prevention. The Omicron variant, in particular, has been found to be …

[HTML][HTML] Uncertainty and sensitivity analysis of the basic reproduction number of a vaccinated epidemic model of influenza

MD Samsuzzoha, M Singh, D Lucy - Applied Mathematical Modelling, 2013 - Elsevier
The basic reproduction number and the point of endemic equilibrium are two very important
factors in any deterministic compartmental epidemic model as the basic reproduction …

Importance of promoting HIV testing for preventing secondary transmissions: modelling the Australian HIV epidemic among men who have sex with men

DP Wilson, A Hoare, DG Regan, MG Law - Sexual health, 2009 - CSIRO Publishing
Background: We address the research questions:(i) what proportion of new HIV infections is
transmitted from people who are (a) undiagnosed,(b) in primary HIV infection (PHI),(c) on …

[HTML][HTML] Mathematical modelling of mosquito dispersal in a heterogeneous environment

AM Lutambi, MA Penny, T Smith, N Chitnis - Mathematical biosciences, 2013 - Elsevier
Mosquito dispersal is a key behavioural factor that affects the persistence and resurgence of
several vector-borne diseases. Spatial heterogeneity of mosquito resources, such as hosts …

Threshold dynamics of an HIV-1 virus model with both virus-to-cell and cell-to-cell transmissions, intracellular delay, and humoral immunity

J Lin, R Xu, X Tian - Applied mathematics and computation, 2017 - Elsevier
Direct cell-to-cell transmission of HIV-1 is proved to be a more efficient means of virus
infection than virus-to-cell transmission. In this paper, we incorporate both virus-to-cell and …

Simulation modelling for immunologists

A Handel, NL La Gruta, PG Thomas - Nature Reviews Immunology, 2020 - nature.com
The immune system is inordinately complex with many interacting components determining
overall outcomes. Mathematical and computational modelling provides a useful way in …