TY - GEN
T1 - Web-Based Structural Identifiability Analyzer
AU - Ilmer, Ilia
AU - Ovchinnikov, Alexey
AU - Pogudin, Gleb
N1 - Publisher Copyright:
© 2021, Springer Nature Switzerland AG.
PY - 2021/1/1
Y1 - 2021/1/1
N2 - Parameter identifiability describes whether, for a given differential model, one can determine parameter values from model equations. Knowing global or local identifiability properties allows construction of better practical experiments to identify parameters from experimental data. In this work, we present a web-based software tool that allows to answer specific identifiability queries. Concretely, our toolbox can determine identifiability of individual parameters of the model and also provide all functions of parameters that are identifiable (also called identifiable combinations) from single or multiple experiments. The program is freely available at https://maple.cloud/app/6509768948056064.
AB - Parameter identifiability describes whether, for a given differential model, one can determine parameter values from model equations. Knowing global or local identifiability properties allows construction of better practical experiments to identify parameters from experimental data. In this work, we present a web-based software tool that allows to answer specific identifiability queries. Concretely, our toolbox can determine identifiability of individual parameters of the model and also provide all functions of parameters that are identifiable (also called identifiable combinations) from single or multiple experiments. The program is freely available at https://maple.cloud/app/6509768948056064.
KW - Differential algebra
KW - Identifiability software
KW - Structural identifiability
UR - https://www.scopus.com/pages/publications/85116073399
U2 - 10.1007/978-3-030-85633-5_17
DO - 10.1007/978-3-030-85633-5_17
M3 - Conference contribution
AN - SCOPUS:85116073399
SN - 9783030856328
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 254
EP - 265
BT - Computational Methods in Systems Biology - 19th International Conference, CMSB 2021, Proceedings
A2 - Cinquemani, Eugenio
A2 - Paulevé, Loïc
PB - Springer Science and Business Media Deutschland GmbH
T2 - 19th International Conference on Computational Methods in Systems Biology, CMSB 2021
Y2 - 22 September 2021 through 24 September 2021
ER -