270 citations · 842 across the 21 of their papers we have counts for
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stat.ME2014★ 26 cited
Parametric Estimation of Ordinary Differential Equations with Orthogonality Conditions
Nicolas J-B Brunel, Quentin Clairon, Florence d'Alche-Buc
Differential equations are commonly used to model dynamical deterministic systems in applications. When statistical parameter estimation is required to calibrate theoretical models…
stat.ME2014★ 1 cited
State and Parameter Estimation of Partially Observed Linear Ordinary Differential Equations with Deterministic Optimal Control
Quentin Clairon, Nicolas Brunel
Ordinary Differential Equations are a simple but powerful framework for modeling complex systems. Parameter estimation from times series can be done by Nonlinear Least Squares (or…
stat.ME2014
A Tracking Approach to Parameter Estimation in Linear Ordinary Differential Equations
Nicolas Brunel, Quentin Clairon
Ordinary Differential Equations are widespread tools to model chemical, physical, biological process but they usually rely on parameters which are of critical importance in terms o…