447 citations · 806 across the 17 of their papers we have counts for
4 papers · 1 filter
Ensemble-marginalized Kalman filter for linear time-dependent PDEs with noisy boundary conditions: Application to heat transfer in building walls
Marco Iglesias, Zaid Sawlan, Marco Scavino +2
In this work, we present the ensemble-marginalized Kalman filter (EnMKF), a sequential algorithm analogous to our previously proposed approach [1,2], for estimating the state and p…
Quantifying uncertainty in thermal properties of walls by means of Bayesian inversion
Lia De Simon, Marco Iglesias, Benjamin Jones +1
We introduce a computational framework to statistically infer thermophysical properties of any given wall from in-situ measurements of air temperature and surface heat fluxes. The…
Parameterizations for Ensemble Kalman Inversion
Neil K. Chada, Marco A. Iglesias, Lassi Roininen +1
The use of ensemble methods to solve inverse problems is attractive because it is a derivative-free methodology which is also well-adapted to parallelization. In its basic iterativ…
Bayesian inversion in resin transfer molding
Marco Iglesias, Minho Park, M. V. Tretyakov
We study the Bayesian inverse problem of inferring the permeability of a porous medium within the context of a moving boundary framework motivated by Resin Transfer Molding (RTM),…