Global Identifiability of Differential Models

• Published in: Communications on pure and applied mathematics Vol. 73; no. 9; pp. 1831 - 1879
• Main Authors: Hong, Hoon, Ovchinnikov, Alexey, Pogudin, Gleb, Yap, Chee
• Format: Journal Article
• Language: English
• Published: Melbourne John Wiley & Sons Australia, Ltd 01.09.2020; John Wiley and Sons, Limited
• Subjects: Algorithms; Differential equations; Mathematical models; Ordinary differential equations; Parameter identification; Software

Many real‐world processes and phenomena are modeled using systems of ordinary differential equations with parameters. Given such a system, we say that a parameter is globally identifiable if it can be uniquely recovered from input and output data. The main contribution of this paper is to provide th...