Cinnella, Paola
- Quantification of Model Uncertainty in RANS Simulations: A Review
2018/06/27 by Heng Xiao, Xiao, Heng, Paola Cinnella +1 · 7 citations
Decision Sciences · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Model Reduction and Neural Networks #Nuclear Engineering Thermal-Hydraulics #Probabilistic and Robust Engineering Design
- Assessment of a high-order shock-capturing central-difference scheme for\n hypersonic turbulent flow simulations
2021/03/30 by Luca Sciacovelli, Sciacovelli, Luca, Donatella Passiatore +5 · 2 citations
Engineering · Mathematics · #Computational Fluid Dynamics and Aerodynamics #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Gas Dynamics and Kinetic Theory
- NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design
2024/06/30 by Mouadh Yagoubi, David Danan, Yagoubi, Mouadh +17 · 5 citations
Engineering · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Heat Transfer and Optimization #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Turbomachinery Performance and Optimization #and Science (cs.CE)
- Machine-learning-assisted Blending of Data-Driven Turbulence Models
2024/10/18 by Mourad Oulghelou, Soufiane Cherroud, Oulghelou, Mourad +5 · 5 citations
Earth and Planetary Sciences · Engineering · #Meteorological Phenomena and Simulations #Energy Load and Power Forecasting
- Space-dependent turbulence model aggregation using machine learning
2023/01/21 by Maximilien de Zordo-Banliat, G. Dergham, de Zordo-Banliat, Maximilien +5 · 2 citations
Decision Sciences · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Model Reduction and Neural Networks #Nuclear Engineering Thermal-Hydraulics #Probabilistic and Robust Engineering Design
- Data-driven turbulence modeling
2024/04/13 by Cinnella, Paola · 1 citation
#FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- Enhancing non-intrusive Reduced Order Models with space-dependent aggregation methods
2024/03/08 by Anna Ivagnes, Ivagnes, Anna, Niccolò Tonicello +5 · 2 citations
Engineering · #Evacuation and Crowd Dynamics #FOS: Mathematics #Fire Detection and Safety Systems #Industrial Technology and Control Systems #Numerical Analysis (math.NA)
- Recent developments and research needs in turbulence modeling of hypersonic flows
2024/12/18 by Pratikkumar Raje, Raje, Pratikkumar, Eric Parish +7 · 1 citation
Engineering · Mathematics · #Fluid Dynamics and Turbulent Flows #Gas Dynamics and Kinetic Theory