24 citations · 43 across the 10 of their papers we have counts for
10 papers
Computer code validation via mixture model estimation
Negar Soleimani, Pierre Barbillon, Kaniav Kamary +1
When computer codes model complex physical systems, calibration alone is insufficient; one must also assess whether a discrepancy term is needed. In this paper, we study computer c…
Computer code validation via mixture model estimation
Kaniav Kamary, Merlin Keller, Pierre Barbillon +2
When computer codes are used for modeling complex physical systems, their unknown parameters are tuned by calibration techniques. A discrepancy function may be added to the compute…
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…
CaliCo: a R package for Bayesian calibration
Mathieu Carmassi, Pierre Barbillon, Matthieu Chiodetti +2
In this article, we present a recently released R package for Bayesian calibration. Many industrial fields are facing unfeasible or costly field experiments. These experiments are…
Dating and localizing an invasion from post-introduction data and a coupled reaction-diffusion-absorption model
Candy Abboud, Olivier Bonnefon, Eric Parent +1
Invasion of new territories by alien organisms is of primary concern for environmental and health agencies and has been a core topic in mathematical modeling, in particular in the…
Post-processing multi-ensemble temperature and precipitation forecasts through an Exchangeable Gamma Normal model and its Tobit extension
Marie Courbariaux, Pierre Barbillon, Luc Perreault +1
Meteorological ensembles are a collection of scenarios for future weather delivered by a meteorological center. Such ensembles form the main source of valuable information for prob…