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Paola Cinnella

Sorbonne Universite

28H-index
269Paper Count
3.5KCitation Count
Published Papers 42
Publication Date
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Decoding complexity through machine learning is redefining scientific discovery
errCommunications Physics
IF5.8
err2026-05-14
err0
errOAAI
errRicardo Vinuesa; Paola Cinnella; Jean Rabault; Hossein Azizpour; Stefan Bauer; Bingni W. Brunton; Arne Elofsson; Elias Jarlebring; Hedvig Kjellström; Stefano Markidis; David Marlevi; Javier García-Martínez; Steven L. Brunton
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Comparison of multi-fidelity surrogate models for multi-objective aerodynamic optimization in turbomachinery under extreme cost imbalance
errAdvanced Modeling and Simulation in Engineering Sciences
IF3.2
err2025-12-18
err0
errOAAI
errSchouler, Marc; Belme, Anca; Cinnella, Paola
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Investigation of a Transonic Dense Gas Flow Over an Idealized Blade Vane Configuration
errJOURNAL OF TURBOMACHINERY-TRANSACTIONS OF THE ASME
IF3.1
err2025-12-01
err0
PREAI
errHake, Leander; Aus Der Wiesche, Stefan; Sundermeier, Stephan; Passmann, Maximilian; Bienner, Aurelien; Gloerfelt, Xavier; Cinnella, Paola
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P-adaptation of successive correction k-exact finite volume schemes for compressible flows
errJournal of Computational Physics
IF3.8
err2025-08-29
err0
errOAAI
errM. Salihoglu; A. Liapi; A. Belme; P. Brenner; G. Pont; P. Cinnella
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Space-dependent aggregation of stochastic data-driven turbulence models
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-04-01
err1
PREAI
errCherroud, S.; Merle, X.; Cinnella, P.; Gloerfelt, X.
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Investigation of transonic flows through an idealized ORC turbine vane using Delayed Detached Eddy simulations
errAPPLIED THERMAL ENGINEERING
IF6.9
err2025-02-01
err0
PREAI
errBienner, A.; Gloerfelt, X.; Cinnella, P.
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Influence of large-scale free-stream turbulence on bypass transition in air and organic vapour flows
errJOURNAL OF FLUID MECHANICS
IF3.9
err2024-10-18
err0
errOAAI
errBienner, Aurelien; Gloerfelt, Xavier; Cinnella, Paola
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Optimization of carbon dioxide ejector expansion transcritical refrigeration system with ANOVA and NSGA-II
errINTERNATIONAL JOURNAL OF REFRIGERATION
IF3.8
err2024-02-01
err6
errOAAI
errMegdouli, Karima; Gholizadeh, Towhid; Tashtoush, Bourhan; Cinnella, Paola; Skorek-Osikowska, Anna
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Application of machine learning to enhance the performance of a two-stage, two-temperature ejector cycle driven by the waste heat of exhaust gas
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2024-02-01
err3
PREAI
errMegdouli, K.; Tashtoush, Bourhan; Cinnella, Paola
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Influence of posture during gliding flight in the flying lizard Draco volans
errBIOINSPIRATION & BIOMIMETICS
IF3
err2024-01-30
err1
errOAAI
errBuffa, Valentin; Salaun, William; Cinnella, Paola
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Space-dependent turbulence model aggregation using machine learning
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-01-01
err6
errOAAI
errde Zordo-Banliat, M.; Dergham, G.; Merle, X.; Cinnella, P.
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A priori tests of turbulence models for compressible flows
errINTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW
IF5.1
err2023-12-07
err4
errOAAI
errSciacovelli, Luca; Cannici, Aron; Passiatore, Donatella; Cinnella, Paola
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High-subsonic boundary-layer flows of an organic vapour
errJOURNAL OF FLUID MECHANICS
IF3.9
err2023-09-13
err10
errOAAI
errGloerfelt, Xavier; Bienner, Aurelien; Cinnella, Paola
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Data-driven Reynolds stress models based on the frozen treatment of Reynolds stress tensor and Reynolds force vector
errPHYSICS OF FLUIDS
IF4.3
err2023-07-31
err7
errOAAI
errAmarloo, Ali; Cinnella, Paola; Iosifidis, Alexandros; Forooghi, Pourya; Abkar, Mahdi
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Multi-fidelity robust design optimization of an ORC turbine for high temperature waste heat recovery
errENERGY
IF9.4
err2023-04-01
err9
errOAAI
errSerafino, Aldo; Obert, Benoit; Cinnella, Paola
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Investigation of non-ideal gas flows around a circular cylinder
errENERGY
IF9.4
err2023-04-01
err6
errOAAI
errMatar, Camille; Cinnella, Paola; Gloerfelt, Xavier; Reinker, Felix; der Wiesche, Stefan Aus
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CFD-driven symbolic identification of algebraic Reynolds-stress models
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-05-01
err30
errOAAI
errSaidi, Ismail Ben Hassan; Schmelzer, Martin; Cinnella, Paola; Grasso, Francesco
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Thermochemical non-equilibrium effects in turbulent hypersonic boundary layers
errJOURNAL OF FLUID MECHANICS
IF3.9
err2022-04-28
err48
errOAAI
errPassiatore, D.; Sciacovelli, L.; Cinnella, P.; Pascazio, G.
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Estimates of turbulence modeling uncertainties in NACA65 cascade flow predictions by Bayesian model-scenario averaging
errINTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW
IF5.1
err2022-01-21
err2
PREAI
errde Zordo-Banliat, Maximilien; Merle, Xavier; Dergham, Gregory; Cinnella, Paola
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Robust optimization of an organic Rankine cycle for geothermal application
errRENEWABLE ENERGY
IF9.1
err2020-12-01
err11
errOAAI
errSerafino, Aldo; Obert, Benoit; Verge, Lea; Cinnella, Paola
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Research Directions

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Co-authors
Cooperation Journals
A
Arne Elofsson
H-index: 76 · Papers: 327
R
Ricardo Vinuesa
H-index: 49 · Papers: 444
A
Alexandros Iosifidis
H-index: 42 · Papers: 493
J
Javier García‐Martínez
H-index: 39 · Papers: 274
J
Jean-Christophe Robinet
H-index: 36 · Papers: 272
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