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cs.SC2025
Parameter Estimation in ODE Models with Certified Polynomial System Solving
Alexander Demin, Alexey Ovchinnikov, Fabrice Rouillier
We consider dynamical models given by rational ODE systems. Parameter estimation is an important and challenging task of recovering parameter values from observed data. Recently, a…
cs.SC2022★ 1 cited
More Efficient Identifiability Verification in ODE Models by Reducing Non-Identifiability
Ilia Ilmer, Alexey Ovchinnikov, Gleb Pogudin +1
Structural global parameter identifiability indicates whether one can determine a parameter's value from given inputs and outputs in the absence of noise. If a given model has para…