Model Identifiability

Model Identifiability is the property of a mathematical model, within the context of dynamical systems and parameter estimation, that determines whether the model's unknown parameters can be uniquely inferred from observed input-output data under ideal noise-free and error-free measurement conditions.

2.4K

Publications

169.6K

Citations

Authors

1.4K

Institutions

Publications per year

2017–2026

417

Parents

Compartmental AnalysisCompartmental ModelingComputational Systems Biology

Children

Algebraic IdentifiabilityGeneric IdentifiabilityIdentifiability CriteriaIdentifiability In Stochastic ModelsIdentifiability Of Compartmental ModelsIdentifiability Of Dynamic SystemsIdentifiability Of Pharmacodynamic ModelsIdentifiability Of Pharmacokinetic ModelsIdentifiability-based Experimental DesignInput Identifiability

Publications

2.4K

Fuzzy identification of systems and its applications to modeling and control

Tomohiro Takagi, Michio Sugeno · IEEE Transactions on Systems Man and Cybernetics · 1985 · 19.4K citations

Engineering, Industrial Engineering, Systems Engineering +16

System identification—Theory for the user

Naresh K. Sinha · Automatica · 1989 · 9.2K citations

Engineering, Computer Science, Systems Engineering +10

Testing Identifiability and Specification in Instrumental Variable Models

John G. Cragg, Stephen G. Donald · Econometric Theory · 1993 · 1.4K citations

Social Sciences, Economics, Econometrics +12

Structural and practical identifiability analysis of partially observed dynamical models by exploiting the profile likelihood

Andreas Raue, Clemens Kreutz, Tim Maiwald et al. · Bioinformatics · 2009 · 1.4K citations · Full text

Engineering, Biological Engineering, Biological Systems Modeling +16

On a Bicriterion Formulation of the Problems of Integrated System Identification and System Optimization

IEEE Transactions on Systems Man and Cybernetics · 1971 · 1.3K citations

Engineering, Mathematics, Systems Engineering +16

1–5 of 2.4K

Authors

LL
Lennart Ljung
Linköping University, Sweden
47 publications · 6.1K citations
29
h-index
FD
Feng Ding
Jiangnan University, China
35 publications · 3.4K citations
24
h-index
PM
Paul M.J. Van den Hof
Delft University of Technology, Netherlands
25 publications · 1K citations
16
h-index
TS
Torsten Söderström
Uppsala University, Sweden
20 publications · 1.2K citations
16
h-index
JR
Julio R. Banga
Consejo Superior de Investigaciones Científicas, Spain
17 publications · 1.8K citations
16
h-index

1–5 of 4K

Institutions

1.4K

1–8 of 1.4K

Venues

Automatica
208 publications · 26.9K citations
66
h-index
IEEE Transactions on Automatic Control
111 publications · 7.4K citations
42
h-index
Econometrica
40 publications · 6.5K citations
32
h-index
IFAC Proceedings Volumes
153 publications · 4.5K citations
32
h-index
Mathematical Biosciences
40 publications · 2.5K citations
27
h-index

1–5