2 papers
math.DS2026
Asymptotic approximation of sensitivities in finite dimensional continuous data assimilation with application to parameter estimation
Joshua Newey, Jared P. Whitehead
We develop a rigorous justification for a parameter estimation algorithm which couples continuous data assimilation to generic optimization. For finite dimensional systems, we prov…
math.NA2024
Model discovery on the fly using continuous data assimilation
Joshua Newey, Jared P Whitehead, Elizabeth Carlson
We review an algorithm developed for parameter estimation within the Continuous Data Assimilation (CDA) approach. We present an alternative derivation for the algorithm presented i…