Zobrazeno 1 - 10
of 49
pro vyhledávání: '"S. Audoly"'
Publikováno v:
Computational Methods in Systems Biology ISBN: 9783030313036
CMSB
CMSB
Often ODE models in systems biology, medical research, epidemiology, ecology and many other areas, contain unknown parameters which need to be estimated from experimental data. Identifiability deals with the uniqueness of the relation between model p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4884cad3c6b681a68efe958532def47f
https://doi.org/10.1007/978-3-030-31304-3_21
https://doi.org/10.1007/978-3-030-31304-3_21
Publikováno v:
Automatica. 39:619-632
Identifiability is a fundamental prerequisite for model identification; it concerns uniqueness of the model parameters determined from the input-output data, under ideal conditions of noise-free observations and error-free model structure. In the lat
Publikováno v:
IEEE Transactions on Biomedical Engineering. 48:55-65
A prerequisite for well-posedness of parameter estimation of biological and physiological systems is a priori global identifiability, a property which concerns uniqueness of the solution for the unknown model parameters. Assessing a priori global ide
Publikováno v:
IEEE Transactions on Biomedical Engineering. 45:36-47
A priori global identifiability deals with the uniqueness of the solution for the unknown parameters of a model and is, thus, a prerequisite for parameter estimation of biological dynamic models. Global identifiability is however difficult to test, s
Publikováno v:
IFAC Proceedings Volumes. 30:253-258
A priori global identifiability deals with the uniqueness of the solution for the unknown parameters of the model and is thus a prerequisite for parameter estimation of biological dynamic models. Global identifiability is however difficult to test si
Autor:
Maria Pia Saccomani, S. Audoly
Publikováno v:
SNE Simulation Notes Europe. 21
Autor:
L. D'Angio, S. Audoly
Publikováno v:
IFAC Proceedings Volumes. 25:57-66
Some classical methods to test a priori identifiability of linear systems are reviewed in order to make the related algebraic equations suitable to be solved by exploiting Computer Algebra techniques. Some experiences in applying Groebner Basis are r
Publikováno v:
Computers in biology and medicine. 40(4)
DAISY (Differential Algebra for Identifiability of SYstems) is a recently developed computer algebra software tool which can be used to automatically check global identifiability of (linear and) nonlinear dynamic models described by differential equa
Publikováno v:
Positive Systems ISBN: 9783642028939
Identifiability is a fundamental prerequisite for model identification. Differential algebra tools have been applied to study identifiability of dynamic systems described by nonlinear polynomial equations. In a previous paper a differential algebra m
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6b03e882894ac2bfdaf460fa211070e7
http://hdl.handle.net/11577/2375425
http://hdl.handle.net/11577/2375425
Publikováno v:
Applicable Algebra in Engineering, Communication and Computing. 2:91-103
In this paper a polynomial map from C n to C m is studied in order to investigate if it is injective out of a set of measure zero. We propose a procedure, based on truncated Grobner basis computations, which when successful, allows to reduce the prob