25 citations · 50 across the 5 of their papers we have counts for
5 papers
Validation of a computer code for the energy consumption of a building, with application to optimal electric bill pricing
M. Keller, G. Damblin, A. Pasanisi +4
In this paper, we propose a practical Bayesian framework for the calibration and validation of a computer code, and apply it to a case study concerning the energy consumption forec…
Adaptive numerical designs for the calibration of computer codes
Guillaume Damblin, Pierre Barbillon, Merlin Keller +2
Making good predictions of a physical system using a computer code requires the inputs to be carefully specified. Some of these inputs called control variables have to reproduce ph…
On the practical interest of discrete Inverse Polya and Weibull-1 models in industrial reliability studies
Alberto Pasanisi, Côme Roero, Nicolas Bousquet +1
Engineers often cope with the problem of assessing the lifetime of industrial components, under the basis of observed industrial feedback data. Usually, lifetime is modelled as a c…
On the Role of Decision Theory in Uncertainty Analysis
Merlin Keller, Eric Parent, Alberto Pasanisi
Maximum likelihood estimation (MLE) and heuristic predictive estimation (HPE) are two widely used approaches in industrial uncertainty analysis. We review them from the point of vi…
Estimating Discrete Markov Models From Various Incomplete Data Schemes
Alberto Pasanisi, Shuai Fu, Nicolas Bousquet
The parameters of a discrete stationary Markov model are transition probabilities between states. Traditionally, data consist in sequences of observed states for a given number of…