Paola Cinnella

16 papers A* 1Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparison of multi-fidelity surrogate models for multi-objective aerodynamic optimization in turbomachinery under extreme cost imbalance.
Adv. Model. Simul. Eng. Sci.
Marc Schouler, Anca Belme, Paola Cinnella
2025 J jnl
P-adaptation of successive correction k-exact finite volume schemes for compressible flows.
J. Comput. Phys.
Mikail Salihoglu, A. Liapi, Anca Belme, Pierre Brenner, Grégoire Pont, Paola Cinnella
2025 J jnl
Space-dependent aggregation of stochastic data-driven turbulence models.
J. Comput. Phys.
S. Cherroud, X. Merle, Paola Cinnella, Xavier Gloerfelt
2024 J jnl
Enhancing non-intrusive Reduced Order Models with space-dependent aggregation methods.
CoRR
Anna Ivagnes, Niccolò Tonicello, Paola Cinnella, Gianluigi Rozza
2024 J jnl
NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design.
CoRR
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
2024 J jnl
Opportunities for machine learning in scientific discovery.
CoRR
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
2024 J jnl
Space-dependent turbulence model aggregation using machine learning.
J. Comput. Phys.
M. de Zordo-Banliat, G. Dergham, X. Merle, Paola Cinnella
2022 A* conf
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions.
NeurIPS
Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinnella, Patrick Gallinari
2022 J jnl
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions.
CoRR
Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinnella, Patrick Gallinari
2022 J jnl
CFD-driven symbolic identification of algebraic Reynolds-stress models.
J. Comput. Phys.
Ismaïl Ben Hassan Saïdi, Martin Schmelzer, Paola Cinnella, Francesco Grasso
2020 J jnl
Multi-Fidelity Gradient-Based Strategy for Robust Optimization in Computational Fluid Dynamics.
Algorithms
Aldo Serafino, Benoit Obert, Paola Cinnella
2019 J jnl
Robust prediction of dense gas flows under uncertain thermodynamic models.
Reliab. Eng. Syst. Saf.
X. Merle, Paola Cinnella
2017 J jnl
Multiple-correction hybrid k-exact schemes for high-order compressible RANS-LES simulations on fully unstructured grids.
J. Comput. Phys.
Grégoire Pont, Pierre Brenner, Paola Cinnella, Bruno Maugars, Jean-Christophe Robinet
2016 J jnl
High-order implicit residual smoothing time scheme for direct and large eddy simulations of compressible flows.
J. Comput. Phys.
Paola Cinnella, C. Content
2015 J jnl
Bayesian quantification of thermodynamic uncertainties in dense gas flows.
Reliab. Eng. Syst. Saf.
X. Merle, Paola Cinnella
2014 J jnl
Convergence of Fourier-based time methods for turbomachinery wake passing problems.
J. Comput. Phys.
Adrien Gomar, Quentin Bouvy, Frédéric Sicot, Guillaume Dufour, Paola Cinnella, Benjamin François