17 citations · 83 across the 33 of their papers we have counts for
3 papers · 1 filter
Algorithm to find new identifiable reparametrizations of parametric rational ODE models
Nicolette Meshkat, Alexey Ovchinnikov, Thomas Scanlon
Structural identifiability concerns the question of which unknown parameters of a model can be recovered from (perfect) input-output data. If all of the parameters of a model can b…
Identifiable specializations for ODE models
Alexey Ovchinnikov, Anand Pillay, Gleb Pogudin +1
The parameter identifiability problem for a dynamical system is to determine whether the parameters of the system can be found from data for the outputs of the system. Verifying wh…
Computing all identifiable functions of parameters for ODE models
Alexey Ovchinnikov, Anand Pillay, Gleb Pogudin +1
Parameter identifiability is a structural property of an ODE model for recovering the values of parameters from the data (i.e., from the input and output variables). This property…