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   Articles with "identifiability analysis" as a keyword



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Dynamic parameter estimation and identifiability analysis for heterogeneously-catalyzed reactions: Catalytic synthesis of nopol

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recommendations! Published in 2018 at "Chemical Engineering Research and Design"

DOI: 10.1016/j.cherd.2018.04.002

Abstract: Abstract In this work, a methodology for the parameter estimation of heterogeneously-catalyzed reactions is presented. A simulation-optimization framework based on a dynamic model was coupled with an identifiability analysis, in order to detect for which… read more here.

Keywords: identifiability analysis; methodology; parameter; heterogeneously catalyzed ... See more keywords
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Three novel approaches to structural identifiability analysis in mixed-effects models

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recommendations! Published in 2019 at "Computer methods and programs in biomedicine"

DOI: 10.1016/j.cmpb.2016.04.024

Abstract: BACKGROUND AND OBJECTIVE Structural identifiability is a concept that considers whether the structure of a model together with a set of input-output relations uniquely determines the model parameters. In the mathematical modelling of biological systems,… read more here.

Keywords: identifiability analysis; identifiability; mixed effects; structural identifiability ... See more keywords
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On structural identifiability analysis of the cascaded linear dynamic systems in isotopically non-stationary 13C labelling experiments.

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recommendations! Published in 2018 at "Mathematical biosciences"

DOI: 10.1016/j.mbs.2018.03.009

Abstract: The isotopically non-stationary 13C labelling experiments, as an emerging experimental technique, can estimate the intracellular fluxes of the cell culture under an isotopic transient period. However, to the best of our knowledge, the issue of… read more here.

Keywords: non stationary; identifiability analysis; cascaded linear; structural identifiability ... See more keywords
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Use of identifiability analysis in designing phenotyping experiments for modelling forage production and quality.

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recommendations! Published in 2019 at "Journal of experimental botany"

DOI: 10.1093/jxb/erz049

Abstract: Agricultural systems models are complex and tend to be over-parameterized with respect to observational datasets. Practical identifiability analysis based on local sensitivity analysis has proved effective in investigating identifiable parameter sets in environmental models, but… read more here.

Keywords: quality; identifiability analysis; analysis; phenotyping experiments ... See more keywords

Efficient inference and identifiability analysis for differential equation models with random parameters

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recommendations! Published in 2022 at "PLOS Computational Biology"

DOI: 10.1371/journal.pcbi.1010734

Abstract: Heterogeneity is a dominant factor in the behaviour of many biological processes. Despite this, it is common for mathematical and statistical analyses to ignore biological heterogeneity as a source of variability in experimental data. Therefore,… read more here.

Keywords: heterogeneity; inference identifiability; identifiability; analysis ... See more keywords