Numerical Identifiability is the property of a mathematical model whereby unique parameter values can be consistently estimated from observed data under numerical computation, distinguishing it from structural identifiability by accounting for practical limitations such as parameter sensitivity, numerical precision, and optimization convergence.
158
Publications
10.6K
Citations
377
Authors
227
Institutions
Publications per year
2017–2026
40
Parents
Publications
158
Rank-Sparsity Incoherence for Matrix Decomposition
SIAM Journal on Optimization · 2011 · 670 citations · Full text
On global identifiability for arbitrary model parametrizations
Lennart Ljung, Torkel Glad · Automatica · 1994 · 639 citations
1–5 of 158
Authors
377
- ND
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- MP
4
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- CC
4
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- JS
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- LD
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1–5 of 377
Institutions
227
University of Padua
Padua, Italy
8 h-index
16 publications
1.1K citations
Centre National de la Recherche Scientifique
Paris, France
7 h-index
17 publications
313 citations
University of Minnesota
Minneapolis, United States
6 h-index
9 publications
1.1K citations
University of Warwick
Coventry, United Kingdom
4 h-index
7 publications
182 citations
Carnegie Mellon University
Pittsburgh, United States
4 h-index
7 publications
244 citations
Université de Technologie de Compiègne
Compiègne, France
4 h-index
8 publications
201 citations
Purdue University West Lafayette
West Lafayette, United States
3 h-index
5 publications
291 citations
University of Southern California
Los Angeles, United States
3 h-index
3 publications
126 citations
1–8 of 227
Venues
- Mathematical Biosciences
9 publications · 941 citations
9
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- Automatica
7 publications · 818 citations
7
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- IFAC Proceedings Volumes
6 publications · 122 citations
6
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- IEEE Transactions on Signal Processing
5 publications · 703 citations
5
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- SIAM Journal on Control and Optimization
4 publications · 90 citations
4
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1–5