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math.OC2024
Picard Iteration for Parameter Estimation in Nonlinear Ordinary Differential Equations using Low-Quality Data
Aleksandr Talitckii, Matthew M. Peet
We consider the problem of using experimental time-series data for parameter estimation in nonlinear ordinary differential equations, focusing on the case where the data is noisy,…
math.OC2023
Integral Quadratic Constraints with Infinite-Dimensional Channels
Aleksandr Talitckii, Peter Seiler, Matthew M. Peet
Modern control theory provides us with a spectrum of methods for studying the interconnection of dynamic systems using input-output properties of the interconnected subsystems. Per…