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Paola Cinnella
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2020 – today
- 2024
- [j8]M. de Zordo-Banliat, G. Dergham, X. Merle, Paola Cinnella:
Space-dependent turbulence model aggregation using machine learning. J. Comput. Phys. 497: 112628 (2024) - [i4]Anna Ivagnes, Niccolò Tonicello, Paola Cinnella, Gianluigi Rozza:
Enhancing non-intrusive Reduced Order Models with space-dependent aggregation methods. CoRR abs/2403.05710 (2024) - [i3]Ricardo Vinuesa, Jean Rabault, Hossein Azizpour, Stefan Bauer, Bingni W. Brunton, Arne Elofsson, Elias Jarlebring, Hedvig Kjellström, Stefano Markidis, David Marlevi, Paola Cinnella, Steven L. Brunton:
Opportunities for machine learning in scientific discovery. CoRR abs/2405.04161 (2024) - [i2]Mouadh Yagoubi, David Danan, Milad Leyli-Abadi, Jean-Patrick Brunet, Jocelyn Ahmed Mazari, Florent Bonnet, Maroua Gmati, Asma Farjallah, Paola Cinnella, Patrick Gallinari, Marc Schoenauer:
NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design. CoRR abs/2407.01641 (2024) - 2022
- [j7]Ismaïl Ben Hassan Saïdi, Martin Schmelzer, Paola Cinnella, Francesco Grasso:
CFD-driven symbolic identification of algebraic Reynolds-stress models. J. Comput. Phys. 457: 111037 (2022) - [c1]Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinnella, Patrick Gallinari:
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions. NeurIPS 2022 - [i1]Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinnella, Patrick Gallinari:
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions. CoRR abs/2212.07564 (2022) - 2020
- [j6]Aldo Serafino, Benoit Obert, Paola Cinnella:
Multi-Fidelity Gradient-Based Strategy for Robust Optimization in Computational Fluid Dynamics. Algorithms 13(10): 248 (2020)
2010 – 2019
- 2019
- [j5]X. Merle, Paola Cinnella:
Robust prediction of dense gas flows under uncertain thermodynamic models. Reliab. Eng. Syst. Saf. 183: 400-421 (2019) - 2017
- [j4]Grégoire Pont, Pierre Brenner, Paola Cinnella, Bruno Maugars, Jean-Christophe Robinet:
Multiple-correction hybrid k-exact schemes for high-order compressible RANS-LES simulations on fully unstructured grids. J. Comput. Phys. 350: 45-83 (2017) - 2016
- [j3]Paola Cinnella, C. Content:
High-order implicit residual smoothing time scheme for direct and large eddy simulations of compressible flows. J. Comput. Phys. 326: 1-29 (2016) - 2015
- [j2]X. Merle, Paola Cinnella:
Bayesian quantification of thermodynamic uncertainties in dense gas flows. Reliab. Eng. Syst. Saf. 134: 305-323 (2015) - 2014
- [j1]Adrien Gomar, Quentin Bouvy, Frédéric Sicot, Guillaume Dufour, Paola Cinnella, Benjamin François:
Convergence of Fourier-based time methods for turbomachinery wake passing problems. J. Comput. Phys. 278: 229-256 (2014)
Coauthor Index
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