Towards an adaptive POD/SVD surrogate model for aeronautic design T Braconnier, M Ferrier, JC Jouhaud, M Montagnac, P Sagaut Computers & Fluids 40 (1), 195-209, 2011 | 165 | 2011 |
A surrogate-model based multidisciplinary shape optimization method with application to a 2D subsonic airfoil JC Jouhaud, P Sagaut, M Montagnac, J Laurenceau Computers & Fluids 36 (3), 520-529, 2007 | 154 | 2007 |
Noise source analysis of a rod–airfoil configuration using unstructured large-eddy simulation JC Giret, A Sengissen, S Moreau, M Sanjosé, JC Jouhaud AiAA Journal 53 (4), 1062-1077, 2015 | 73 | 2015 |
A compressible wall model for large-eddy simulation with application to prediction of aerothermal quantities S Bocquet, P Sagaut, J Jouhaud Physics of fluids 24 (6), 2012 | 70 | 2012 |
A kriging approach for CFD/wind-tunnel data comparison JC Jouhaud, P Sagaut, B Labeyrie | 54 | 2006 |
Surrogate modeling of aerodynamic simulations for multiple operating conditions using machine learning R Dupuis, JC Jouhaud, P Sagaut Aiaa Journal 56 (9), 3622-3635, 2018 | 51 | 2018 |
Large-eddy simulation of heat transfer around a square cylinder using unstructured grids M Boileau, F Duchaine, JC Jouhaud, Y Sommerer AIAA journal 51 (2), 372-385, 2013 | 43 | 2013 |
Comparison of polynomial chaos and Gaussian process surrogates for uncertainty quantification and correlation estimation of spatially distributed open-channel steady flows PT Roy, N El Moçayd, S Ricci, JC Jouhaud, N Goutal, M De Lozzo, ... Stochastic environmental research and risk assessment 32, 1723-1741, 2018 | 42 | 2018 |
Large-eddy-simulation modeling for aerothermal predictions behind a jet in crossflow JC Jouhaud, LYM Gicquel, B Enaux, MJ Esteve AIAA journal 45 (10), 2438-2447, 2007 | 30 | 2007 |
Harmonic-balance-based code-coupling algorithm for aeroelastic systems subjected to forced excitation F Blanc, FX Roux, JC Jouhaud AIAA journal 48 (11), 2472-2481, 2010 | 29 | 2010 |
Validation of numerical prediction of dynamic derivatives: The DLR-F12 and the Transcruiser test cases B Mialon, A Khrabrov, SB Khelil, A Huebner, A Da Ronch, K Badcock, ... Progress in Aerospace Sciences 47 (8), 674-694, 2011 | 28 | 2011 |
ARPEGE cloud cover forecast postprocessing with convolutional neural network F Dupuy, O Mestre, M Serrurier, VK Burdá, M Zamo, ... Weather and Forecasting 36 (2), 567-586, 2021 | 27 | 2021 |
Sensitivity analysis and multiobjective optimization for LES numerical parameters JC Jouhaud, P Sagaut, B Enaux, J Laurenceau | 25 | 2008 |
A multigrid adaptive mesh refinement strategy for 3D aerodynamic design JC Jouhaud, M Montagnac, L Tourrette International journal for numerical methods in fluids 47 (5), 367-385, 2005 | 25 | 2005 |
Design optimization of an heat exchanger using Gaussian process R Campet, PT Roy, B Cuenot, E Riber, JC Jouhaud International Journal of Heat and Mass Transfer 150, 119264, 2020 | 21 | 2020 |
BATMAN: Statistical analysis for expensive computer codes made easy P T. Roy, S Ricci, R Dupuis, R Campet, JC Jouhaud, C Fournier The Journal of Open Source Software 3 (21), 493, 2018 | 21 | 2018 |
Resampling strategies to improve surrogate model‐based uncertainty quantification: Application to LES of LS89 PT Roy, LM Segui, JC Jouhaud, L Gicquel International Journal for Numerical Methods in Fluids 87 (12), 607-627, 2018 | 18 | 2018 |
Patched grid and adaptive mesh refinement strategies for the calculation of the transport of vortices A Benkenida, J Bohbot, JC Jouhaud International journal for numerical methods in fluids 40 (7), 855-873, 2002 | 18 | 2002 |
Versatile sequential sampling algorithm using kernel density estimation PT Roy, L Jofre, JC Jouhaud, B Cuenot European Journal of Operational Research 284 (1), 201-211, 2020 | 10 | 2020 |
Wall-modelled large-eddy simulation of a hot jet-in-cross-flow with turbulent inflow generation S Bocquet, JC Jouhaud, H Deniau, JF Boussuge, MJ Estève Computers & Fluids 101, 136-154, 2014 | 9 | 2014 |