447 citations · 806 across the 17 of their papers we have counts for
4 papers · 1 filter
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…
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),…
Bayesian inferences of the thermal properties of a wall using temperature and heat flux measurements
Marco Iglesias, Zaid Sawlan, Marco Scavino +2
The assessment of the thermal properties of walls is essential for accurate building energy simulations that are needed to make effective energy-saving policies. These properties a…
Evaluation of Gaussian approximations for data assimilation in reservoir models
Marco A. Iglesias, Kody J. H. Law, Andrew M. Stuart
In this paper we propose to numerically assess the performance of standard Gaussian approximations to probe the posterior distribution that arises from Bayesian data assimilation i…