Paola Cinnella

According to our database, Paola Cinnella authored at least 12 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Space-dependent turbulence model aggregation using machine learning.

M. de Zordo-Banliat, G. Dergham, X. Merle, Paola Cinnella

J. Comput. Phys., January, 2024

NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design.

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

CoRR, 2024

Opportunities for machine learning in scientific discovery.

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

CoRR, 2024

Enhancing non-intrusive Reduced Order Models with space-dependent aggregation methods.

Anna Ivagnes, Niccolò Tonicello, Paola Cinnella, Gianluigi Rozza

CoRR, 2024

2022

CFD-driven symbolic identification of algebraic Reynolds-stress models.

Ismaïl Ben Hassan Saïdi, Martin Schmelzer, Paola Cinnella, Francesco Grasso

J. Comput. Phys., 2022

AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions.

Florent Bonnet, Jocelyn Ahmed Mazari, Paola Cinnella, Patrick Gallinari

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Multi-Fidelity Gradient-Based Strategy for Robust Optimization in Computational Fluid Dynamics.

Aldo Serafino, Benoit Obert, Paola Cinnella

Algorithms, 2020

2019

Robust prediction of dense gas flows under uncertain thermodynamic models.

X. Merle, Paola Cinnella

Reliab. Eng. Syst. Saf., 2019

2017

Multiple-correction hybrid k-exact schemes for high-order compressible RANS-LES simulations on fully unstructured grids.

Grégoire Pont, Pierre Brenner, Paola Cinnella, Bruno Maugars, Jean-Christophe Robinet

J. Comput. Phys., 2017

2016

High-order implicit residual smoothing time scheme for direct and large eddy simulations of compressible flows.

Paola Cinnella, C. Content

J. Comput. Phys., 2016

2015

Bayesian quantification of thermodynamic uncertainties in dense gas flows.

X. Merle, Paola Cinnella

Reliab. Eng. Syst. Saf., 2015

2014

Convergence of Fourier-based time methods for turbomachinery wake passing problems.

Adrien Gomar, Quentin Bouvy, Frédéric Sicot, Guillaume Dufour, Paola Cinnella, Benjamin François

J. Comput. Phys., 2014