Publications related to the project
Journal papers
•R. Abgrall and P.M. Congedo, A semi-intrusive deterministic approach to uncertainty quantifica- tions in non-linear fluid flow problems, Journal of Computational Physics, Volume 235, 15 February 2013, Pages 828-845.
•Edeling W.N., Cinnella P., Dwight R., Bijl H., “Bayesian estimates of the parameter variability in the k-epsilon turbulence model". Journal of Computational Physics, Volume 258, February 2014, pp 73-94
•R. Abgrall, P. Congédo, G. Geraci., A One-Time Truncate and Encode Multiresolution Stochastic Framework, Soumis au Journal of Computational Physics, Volume 257, Part A, 15 January 2014, Pages 19-56.
•J. Tryoen, P.M. Congédo, R. Abgrall, N. Villedieu and T. Magin,1. Bayesian-based method with metamodels for rebuilding freestream conditions in atmospheric entry flow. AIAA journal, submitted
•M Lazareff, Towards autonomous discovery of stiff structures in CFD Design of Experiment space, from random-walk automaton steered by the "spiral" criterion, Computers and Fluids, in revision.
•R. Dwight, W. N Edeling, P. Cinnella, Predictive RANS simulations via Bayesian Model-Scenario Averaging, Journal of Computational Physics, November 2013
Conferences
•Edeling W.N., Cinnella P., Dwight R., Bijl H., “Towards estimating turbulence modelling discrepancy in RANS with Bayesian inference", Poster presentation, Uncertainty in Computer Models (UCM) 2012 Conference, Sheffield, UK, 2-4 july 2012.
•X. Merle, P. Cinnella, "Bayesian quantification of thermodynamic uncertainties in dense gas flows", accepted for oral presentation at the SAMO 2013 Conference, Nice, 1-4 July 2013.
•W. Edeling, P. Cinnella, R. Dwight, H. Bijl, " Bayesian estimates of the parameter variability in turbulence models for the RANS equations", accepted for oral presentation at the SAMO 2013 Conference, Nice, 1-4 July 2013.
•J. Tryoen, P.M. Congedo, R. Abgrall, N. Villedieu, Th. Magin, Bayesian-based method with metamodels for rebuilding freestream conditions in atmospheric entry flows, AIAA Paper 2013
Reports
•J. Tryoen, P. Congedo, R. Abgrall, T. Magin, N. Villedieu, Sensitivity analysis and characterization of the uncertain input data for the EXPERT vehicle INRIA RR-8323 http://hal.inria.fr/index.phphalsid=klc3vdbr67qbmmmi03p9bvg2v6&view_this_doc=hal-00859809&version=1
•M.G. Rodio and P. Congedo, Quantifying uncertainties in a Venturi multiphase configuration. INRIA RR-8180 http://hal.inria.fr/index.phphalsid=klc3vdbr67qbmmmi03p9bvg2v6&view_this_doc=hal-00765009&version=1
PhDs
•Gianluca Geraci, Schemes and Strategies to Propagate and Analyze Uncertainties in Computational Fluid Dynamics Applications, Université de Bordeaux, December 6th, 2013