15 citations · 15 across the 3 of their papers we have counts for
3 papers
Sequential Maximal Updated Density Parameter Estimation for Dynamical Systems with Parameter Drift
Carlos del-Castillo-Negrete, Rylan Spence, Troy Butler +1
We present a novel method for generating sequential parameter estimates and quantifying epistemic uncertainty in dynamical systems within a data-consistent (DC) framework. The DC f…
Parameter Estimation with Maximal Updated Densities
Michael Pilosov, Carlos del-Castillo-Negrete, Tian Yu Yen +2
A recently developed measure-theoretic framework solves a stochastic inverse problem (SIP) for models where uncertainties in model output data are predominantly due to aleatoric (i…
A Framework for Flexible Peak Storm Surge Prediction
Benjamin Pachev, Prateek Arora, Carlos del-Castillo-Negrete +2
Storm surge is a major natural hazard in coastal regions, responsible both for significant property damage and loss of life. Accurate, efficient models of storm surge are needed bo…