Pietro Marco Congedo

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Publications

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Autoregressive Multiplier Bootstrap for In-situ Error Estimation and Quality Monitoring of Finite Time Averages in Turbulent Flow Simulations

Christos Papagiannis , Guillaume Balarac , Pietro Marco Congedo , Olivier P Le Maître

Computer Methods in Applied Mechanics and Engineering, 2026, 452, pp.118664. ⟨10.1016/j.cma.2025.118664⟩

Article dans une revue hal-05328929v1
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Mean Mesh Adaptation for Efficient CFD Simulations with Operating Conditions Variability

Hugo Dornier , Olivier Le Maitre , Pietro Marco Congedo , Itham Salah El Din , Julien Marty et al.

Computers and Fluids, 2025, 298, pp.106666. ⟨10.1016/j.compfluid.2025.106666⟩

Article dans une revue hal-04808444v2
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Debiased Multifidelity Approach to Surrogate Modeling in Aerospace Applications

Giulio Gori , Olivier P Le Maître , Pietro Marco Congedo

Journal of Aircraft, 2025, pp.1-14. ⟨10.2514/1.C037765⟩

Article dans une revue hal-05222768v1
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Efficient treatment of the model error in the calibration of computer codes: the Complete Maximum a Posteriori method

Omar Kahol , Pietro Marco Congedo , Olivier Le Maitre , Enora Denimal Goy

International Journal for Uncertainty Quantification, 2025, ⟨10.1615/Int.J.UncertaintyQuantification.2025056317⟩

Article dans une revue hal-05090880v1
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Combining Molecular Beam and Plasmatron Data for Robust Calibration of Nitridation Mechanism

Michele Capriati , Anabel del Val , Thomas Schwartzentruber , Timothy Minton , Pietro Marco Congedo et al.

AIAA Journal, 2025, pp.1-15. ⟨10.2514/1.J065221⟩

Article dans une revue hal-05249808v1
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BAYESIAN CALIBRATION WITH ADAPTIVE MODEL DISCREPANCY

Nicolas Leoni , Olivier Le Maitre , Maria-Giovanna Rodio , Pietro Marco Congedo

International Journal for Uncertainty Quantification, 2024, 14 (1), pp.19-41. ⟨10.1615/Int.J.UncertaintyQuantification.2023046331⟩

Article dans une revue hal-04323574v2
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Robust Optimization of a Thermal Anti-Ice Protection System in Uncertain Cloud Conditions

Mariachiara Gallia , Bárbara Arizmendi Gutiérrez , Giulio Gori , Alberto Guardone , Pietro Marco Congedo

Journal of Aircraft, 2024, 61 (1), pp.1-15. ⟨10.2514/1.C037223⟩

Article dans une revue hal-04346151v1
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Accelerating hypersonic reentry simulations using deep learning-based hybridization (with guarantees)

Paul Novello , Gaël Poëtte , David Lugato , Simon Peluchon , Pietro Marco Congedo

Journal of Computational Physics, 2024, 498, pp.112700. ⟨10.1016/j.jcp.2023.112700⟩

Article dans une revue hal-04323551v2
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Stochastic mesoscale characterization of ablative materials for atmospheric entry

Florian Girault , Francisco Torres Herrador , Bernd Helber , Alessandro Turchi , Thierry Magin et al.

Applied Mathematical Modelling, 2024, 135, pp.745-758. ⟨10.1016/j.apm.2024.07.027⟩

Article dans une revue hal-04665613v1
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Holistic characterization of an under-expanded high-enthalpy jet under uncertainty

Michele Capriati , Alessandro Turchi , Pietro Marco Congedo , Thierry E. Magin

Physics of Fluids, 2024, 36 (6), ⟨10.1063/5.0203490⟩

Article dans une revue hal-04607341v1
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Accuracy assessment of an internal resistance model of Li-ion batteries in immersion cooling configuration

Elie Solai , Heloise Beaugendre , Ulrich Bieder , Pietro Marco Congedo

Applied Thermal Engineering, 2023, 220 (119656), ⟨10.1016/j.applthermaleng.2022.119656⟩

Article dans une revue hal-03878853v1
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Goal-oriented sensitivity analysis of hyperparameters in deep learning

Paul Novello , Gaël Poëtte , David Lugato , Pietro Marco Congedo

Journal of Scientific Computing, 2023, 94 (3), pp.45. ⟨10.1007/s10915-022-02083-4⟩

Article dans une revue hal-03128298v5
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Non-Parametric Measure Approximations for Constrained Multi-Objective Optimisation under Uncertainty

Mickael Rivier , Nassim Razaaly , Pietro Marco Congedo

International Journal for Numerical Methods in Engineering, 2023, ⟨10.1002/nme.7403⟩

Article dans une revue hal-03781832v1
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A Confidence-based Aerospace Design Approach Robust to Structural Turbulence Closure Uncertainty

Giulio Gori , Olivier Le Maitre , Pietro Marco Congedo

Computers and Fluids, 2022, 246, pp.105614. ⟨10.1016/j.compfluid.2022.105614⟩

Article dans une revue hal-03754147v1
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Leveraging Local Variation in Data: Sampling and Weighting Schemes for Supervised Deep Learning

Paul Novello , Gaël Poëtte , David Lugato , Pietro Marco Congedo

Journal of Machine Learning for Modeling and Computing, 2022, 3 (1), ⟨10.1615/JMachLearnModelComput.2022041819⟩

Article dans une revue hal-02885827v4
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Validation of a data-driven fast numerical model to simulate the Immersion Cooling of a Lithium-ion Battery Pack

Elie Solai , Maxime Guadagnini , Heloise Beaugendre , Rémi Daccord , Pietro Marco Congedo

Energy, 2022, 249, pp.123633. ⟨10.1016/j.energy.2022.123633⟩

Article dans une revue hal-03707343v1
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Stochastic calibration of a carbon nitridation model from plasma wind tunnel experiments using a Bayesian formulation

Anabel del Val , Olivier Le Maitre , Pietro Marco Congedo , Thierry E. Magin Article dans une revue hal-03790438v1
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Modeling in-flight ice accretion under uncertain conditions

Giulio Gori , Pietro Marco Congedo , Olivier Le Maitre , Tommaso Bellosta , Alberto Guardone

Journal of Aircraft, 2022, 59 (3), ⟨10.2514/1.C036545⟩

Article dans une revue hal-03707307v2
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Surrogate-Assisted Bounding-Box approach applied to constrained multi-objective optimisation under uncertainty

Mickael Rivier , Pietro Marco Congedo

Reliability Engineering and System Safety, 2022, 217, pp.108039. ⟨10.1016/j.ress.2021.108039⟩

Article dans une revue hal-03495871v1
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Assessment of a non-conservative Residual Distribution scheme for solving a four-equation two-phase system with phase transition

Paola Bacigaluppi , Julien Carlier , Marica Pelanti , Pietro Marco Congedo , Rémi Abgrall

Journal of Scientific Computing, 2022, 90 (1), ⟨10.1007/s10915-021-01706-6⟩

Article dans une revue hal-03495885v1
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Quantification of model-form uncertainties affecting the calibration of a carbon nitridation model by means of Bayesian Model Averaging

Anabel del Val , Thierry Magin , Pietro Marco Congedo

International Journal of Heat and Mass Transfer, 2022, 213, pp.124271. ⟨10.1016/j.ijheatmasstransfer.2023.124271⟩

Article dans une revue hal-04393192v1
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Stagnation point heat flux characterization under numerical error and boundary conditions uncertainty

Michele Capriati , Andrea Cortesi , Thierry E. Magin , Pietro Marco Congedo

European Journal of Mechanics - B/Fluids, 2022

Article dans une revue hal-03707319v2
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A Bayesian Approach for Quantile Optimization Problems with High-Dimensional Uncertainty Sources

Christian Sabater , Olivier Le Maitre , Pietro Marco Congedo , Stefan Görtz

Computer Methods in Applied Mechanics and Engineering, 2021, 376, pp.113632. ⟨10.1016/j.cma.2020.113632⟩

Article dans une revue hal-03086453v1
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Stochastic Preconditioning of Domain Decomposition Methods for Elliptic Equations with Random Coefficients

Joao Felício Dos Reis , Olivier P Le Maître , Pietro M Congedo , Paul Mycek

Computer Methods in Applied Mechanics and Engineering, 2021, 381, pp.113845. ⟨10.1016/j.cma.2021.113845⟩

Article dans une revue hal-03201297v1
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A surrogate-based optimal likelihood function for the Bayesian calibration of catalytic recombination in atmospheric entry protection materials

Anabel del Val , Olivier Le Maître , Thierry E Magin , Olivier Chazot , Pietro Marco Congedo

Applied Mathematical Modelling, 2021, 101, pp.791-810. ⟨10.1016/j.apm.2021.07.019⟩

Article dans une revue hal-03495878v1
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Accuracy assessment of the Non-Ideal Computational Fluid Dynamics model for siloxane MDM from the open-source SU2 suite

Giulio Gori , Marta Zocca , Giorgia Cammi , Andrea Spinelli , Pietro Marco Congedo et al.

European Journal of Mechanics - B/Fluids, 2020, 79, pp.109-120. ⟨10.1016/j.euromechflu.2019.08.014⟩

Article dans une revue hal-02389668v1
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Forward and backward uncertainty quantification with active subspaces: application to hypersonic flows around a cylinder

Andrea F Cortesi , Paul G Constantine , Thierry Magin , Pietro Marco Congedo

Journal of Computational Physics, 2020, 407, pp.109079. ⟨10.1016/j.jcp.2019.109079⟩

Article dans une revue hal-03052824v1
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Bayesian inference of thermodynamic models from vapor flow experiments

Giulio Gori , Marta Zocca , Alberto Guardone , Olivier Le Maitre , Pietro Marco Congedo

Computers and Fluids, 2020, 205, pp.104550. ⟨10.1016/j.compfluid.2020.104550⟩

Article dans une revue hal-03010091v1

Efficient Estimation of Extreme Quantiles using Adaptive Kriging and Importance Sampling

Nassim Razaaly , Daan Crommelin , Pietro Marco Congedo

International Journal for Numerical Methods in Engineering, 2020, 121 (9), pp.2086-2105. ⟨10.1002/nme.6300⟩

Article dans une revue hal-02436230v1
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Quantile-based robust optimization of a supersonic nozzle for organic rankine cycle turbines

Nassim Razaaly , Giacomo Persico , Giulio Gori , Pietro Marco Congedo

Applied Mathematical Modelling, 2020, 82, pp.802-824. ⟨10.1016/j.apm.2020.01.048⟩

Article dans une revue hal-03047877v1
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Assessment of robust optimization for design of rotorcraft airfoils in forward flight

Francesca Fusi , Pietro Marco Congedo , Alberto Guardone , Giuseppe Quaranta

Aerospace Science and Technology, 2020, 107, pp.106355. ⟨10.1016/j.ast.2020.106355⟩

Article dans une revue hal-03045531v1
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Surrogate based shape optimization and uncertainty assessment of a ERCOFTAC pump

Alessia Fracassi , Remo de Donno , Antonio Ghidoni , Pietro Marco Congedo

Engineering Optimization, 2020, pp.1-18. ⟨10.1080/0305215X.2020.1858075⟩

Article dans une revue hal-03495850v1
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Extension of AK-MCS for the efficient computation of very small failure probabilities

Nassim Razaaly , Pietro Marco Congedo

Reliability Engineering and System Safety, 2020, 203, pp.107084. ⟨10.1016/j.ress.2020.107084⟩

Article dans une revue hal-03047283v1
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Systems of Gaussian process models for directed chains of solvers

Francois Sanson , Olivier Le Maitre , Pietro Marco Congedo

Computer Methods in Applied Mechanics and Engineering, 2019, 352, pp.32-55. ⟨10.1016/j.cma.2019.04.013⟩

Article dans une revue hal-02327697v3
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Breakup prediction under uncertainty: Application to upper stage controlled reentries from GTO orbit

Francois Sanson , Jean-Marc Bouilly , Charles Bertorello , Pietro Marco Congedo

Aerospace Science and Technology, 2019, ⟨10.1016/j.ast.2019.02.031⟩

Article dans une revue hal-02436222v1
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Kriging-sparse Polynomial Dimensional Decomposition surrogate model with adaptive refinement

Andrea Francesco Cortesi , Ghina Jannoun , Pietro Marco Congedo

Journal of Computational Physics, In press, 380, pp.212-242. ⟨10.1016/j.jcp.2018.10.051⟩

Article dans une revue hal-01914383v1

Ablative thermal protection system under uncertainties including pyrolysis gas composition

Mickael Rivier , Jean Lachaud , Pietro Marco Congedo

Aerospace Science and Technology, 2019, ⟨10.1016/j.ast.2018.11.048⟩

Article dans une revue hal-02436221v1

Surrogate-assisted Bounding-Box approach for optimization problems with tunable objectives fidelity

Mickael Rivier , Pietro Marco Congedo

Journal of Global Optimization, 2019, ⟨10.1007/s10898-019-00823-9⟩

Article dans une revue hal-02436229v1
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Assessment of Deterministic Shape Optimizations Within a Stochastic Framework for Supersonic Organic Rankine Cycle Nozzle Cascades

Alessandro Romei , Pietro Marco Congedo , Giacomo Persico

Journal of Engineering for Gas Turbines and Power, 2019, 141 (7), ⟨10.1115/1.4042925⟩

Article dans une revue hal-03071659v1
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Impact of Geometric, Operational, and Model Uncertainties on the Non-ideal Flow Through a Supersonic ORC Turbine Cascade

Nassim Razaaly , Giacomo Persico , Pietro Marco Congedo Article dans une revue hal-01982234v1

Novel algorithm using Active Metamodel Learning and Importance Sampling: application to multiple failure regions of low probability

Nassim Razaaly , Pietro Marco Congedo

Journal of Computational Physics, In press

Article dans une revue hal-01780050v1
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Robust reconstruction of the catalytic properties of thermal protection materials from sparse high-enthalpy facility experimental data

Francois Sanson , Francesco Panerai , Thierry E. Magin , Pietro Marco Congedo

Experimental Thermal and Fluid Science, In press, ⟨10.1016/j.expthermflusci.2018.03.028⟩

Article dans une revue hal-01742595v1

Computation of tail probabilities for non-classical gasdynamic phenomena

Nassim Razaaly , Pietro Marco Congedo

Journal of Physics: Conference Series, 2017

Article dans une revue hal-01448709v1

Thermochemical ablation modeling forward uncertainty analysis---Part II: Application to plasma wind-tunnel testing

Alessandro Turchi , Pietro Marco Congedo , Bernard Helber , Thierry E. Magin

International Journal of Thermal Sciences, 2017

Article dans une revue hal-01501226v1

Thermochemical ablation modeling forward uncertainty analysis---Part I: Numerical methods and effect of model parameters

Alessandro Turchi , Pietro Marco Congedo , Thierry E. Magin

International Journal of Thermal Sciences, 2017

Article dans une revue hal-01501225v1

Uncertainty Quantification of Inviscid Flows Through a Supersonic ORC Turbine Cascade

Nassim Razaaly , Giacomo Persico , Pietro Marco Congedo

Energy Procedia, 2017

Article dans une revue hal-01622443v1

Shape optimization under uncertainty of morphing airfoils

Pietro Marco Congedo , Francesca Fusi , Alberto Guardone , Giuseppe Quaranta

Acta Mechanica, 2017

Article dans une revue hal-01622433v1

Numerical simulation of cavitating flows under uncertainty

Maria Giovanna Rodio , Remi Abgrall , Pietro Marco Congedo

Journal of Physics: Conference Series, 2017

Article dans une revue hal-01448708v1
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Quantification of uncertainty on the catalytic property of reusable thermal protection materials from high enthalpy experiments

Francois Sanson , Nadège Villedieu , Francesco Panerai , Olivier Chazot , Pietro Marco Congedo et al.

Experimental Thermal and Fluid Science, 2017, 82, pp.414-423. ⟨10.1016/j.expthermflusci.2016.11.013⟩

Article dans une revue hal-01398173v1

Numerical and experimental characterization under uncertainties of a piston expander for exhaust heat recovery on heavy commercial vehicles

Pietro Marco Congedo , Remi Daccord , J Melis

Journal of Physics: Conference Series, 2017

Article dans une revue hal-01448706v1
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High-order statistics in global sensitivity analysis: decomposition and model reduction

Gianluca Geraci , Pietro Marco Congedo , Remi Abgrall , Gianluca Iaccarino

Computer Methods in Applied Mechanics and Engineering, 2016

Article dans une revue hal-01247458v1

Adaptive surrogate modeling by ANOVA and sparse polynomial dimensional decomposition for global sensitivity analysis in fluid simulation

Kunkun Tang , Pietro Marco Congedo , Rémi Abgrall

Journal of Computational Physics, 2016

Article dans une revue hal-01286721v1
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An adaptive strategy on the error of the objective functions for uncertainty-based derivative-free optimization

Francesca Fusi , Pietro Marco Congedo

Journal of Computational Physics, 2016, 309, pp.241-266. ⟨10.1016/j.jcp.2016.01.004⟩

Article dans une revue hal-01251604v1

Towards a unified multiresolution scheme for treating discontinuities in differential equations with uncertainties

Remi Abgrall , Pietro Marco Congedo , Gianluca Geraci

Mathematics and Computers in Simulation, 2016

Article dans une revue hal-01267140v1

A novel weakly-intrusive non-linear multiresolution framework for uncertainty quantification in hyperbolic partial differential equations

Gianluca Geraci , Pietro Marco Congedo , Remi Abgrall , Gianluca Iaccarino

Journal of Scientific Computing, 2015, pp.34

Article dans une revue hal-01139813v1
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About the uncertainty quantification of turbulence and cavitation models in cavitating flows simulations

Pietro Marco Congedo , Eric Goncalves da Silva , Maria Giovanna Rodio

European Journal of Mechanics - B/Fluids, 2015, 53, pp.190-204. ⟨10.1016/j.euromechflu.2015.05.005⟩

Article dans une revue hal-01157952v2

Sensitivity analysis using anchored ANOVA expansion and high order moments computation

Kunkun Tang , Pietro Marco Congedo , Rémi Abgrall

International Journal for Numerical Methods in Engineering, 2015, pp.25

Article dans une revue hal-01086259v1

Multi-fidelity physics-based method for robust optimization with application to a hovering rotor airfoil

Francesca Fusi , Alberto Guardone , Giuseppe Quaranta , Pietro Marco Congedo

AIAA Journal, 2015, pp.40

Article dans une revue hal-01152698v1

Stochastic Discrete Equation Method (sDEM) for two-phase flows

Pietro Marco Congedo , Rémi Abgrall , Maria Giovanna Rodio , Gianluca Geraci

Journal of Computational Physics, 2015, pp.1-40

Article dans une revue hal-01166094v1

An adaptative multiresolution semi-intrusive for UQ in compressible fluid problems

Remi Abgrall , Pietro Marco Congedo , Gianluca Geraci , Gianluca Iaccarino

International Journal for Numerical Methods in Fluids, 2015, pp.32

Article dans une revue hal-01120609v1

Two-phase flow numerical simulation with real-gas effects and occurrence of rarefaction shock waves

Maria Giovanna Rodio , Pietro Marco Congedo , Remi Abgrall

European Journal of Mechanics - B/Fluids, 2014, In press

Article dans une revue hal-00911766v1

A non-linear residual distribution scheme for real-gas computations

R. Abgrall , Pietro Marco Congedo , Dante de Santis , Nassim Razaaly

Computers and Fluids, 2014

Article dans une revue hal-01016443v1

A One-Time Truncate and Encode Multiresolution Stochastic Framework

Remi Abgrall , Pietro Marco Congedo , Gianluca Geraci

Journal of Computational Physics, 2014, 257, pp.19-56

Article dans une revue hal-00851760v1

Bayesian-based method with metamodels for rebuilding freestream conditions in atmospheric entry flows

Pietro Marco Congedo , Julie Tryoen , Remi Abgrall , Thierry Magin , Nadège Villedieu

AIAA Journal, 2014, In press

Article dans une revue hal-00936641v1

Robust Analysis of cavitating flows in Venturi tube

Maria Giovanna Rodio , Pietro Marco Congedo

European Journal of Mechanics - B/Fluids, 2014, 44, pp.88-99

Article dans une revue hal-00904204v1

Numerical prediction of turbulent flows using Reynolds-averaged Navier-Stokes and large-eddy simulation with uncertain inflow conditions

Pietro Marco Congedo , Guillaume Balarac , Cédric Duprat , Christophe Eric Corre

International Journal for Numerical Methods in Fluids, 2013, 72 (3), pp.341-358

Article dans une revue hal-00734575v1

Convergence behaviours of Genetic Algorithms for Aerodynamic Optimisation Problems

P. Cinnella , Pietro Marco Congedo

International Journal of Engineering Systems Modelling and Simulation, 2013, 5 (4), pp.197-216

Article dans une revue hal-00709158v1

A semi-intrusive deterministic approach to uncertainty quantification in non-linear fluid flow problems

Remi Abgrall , Pietro Marco Congedo

Journal of Computational Physics, 2013, 235, pp.828-845. ⟨10.1016/j.jcp.2012.07.041⟩

Article dans une revue istex hal-00913846v1

A simplex-based numerical framework for simple and efficient robust design optimization

Pietro Marco Congedo , Jeroen Witteveen , Gianluca Iaccarino

Computational Optimization and Applications, 2013, Accepted for publication

Article dans une revue hal-00821644v1

TSI metamodels-based multi-objective robust optimization

Pietro Marco Congedo , Gianluca Geraci , Remi Abgrall , Valentino Pediroda , Lucia Parussini

Engineering Computations, 2013

Article dans une revue hal-00807652v1

Backward uncertainty propagation method in flow problems : application to the prediction of rarefaction shock waves

Pietro Marco Congedo , Piero Colonna , Christophe Eric Corre , Jeroen Witteveen , Gianluca Iaccarino

Computer Methods in Applied Mechanics and Engineering, 2012, 213-216, pp.314-326. ⟨10.1016/j.cma.2011.12.009⟩

Article dans une revue istex hal-00655373v1

Sensitivity Analysis of Dense Gas Flow Simulations to Thermodynamic Uncertainties

P. Cinnella , Pietro Marco Congedo , Valentino Pediroda , Lucia Parussini

Physics of Fluids, 2011, 23, pp.116101. ⟨10.1063/1.3657080⟩

Article dans une revue inria-00630032v1

Numerical investigation of dense-gas effects in turbomachinery

Pietro Marco Congedo , Paola Cinnella , Christophe Eric Corre

Computers and Fluids, 2011, 49 (1), pp.290-301. ⟨10.1016/j.compfluid.2011.06.012⟩

Article dans une revue istex inria-00601545v1

Shape Optimization of an Airfoil in a BZT Flow with Multiple-source Uncertainties

Pietro Marco Congedo , Christophe Eric Corre , Jean-Marc Martinez

Computer Methods in Applied Mechanics and Engineering, 2011, 200 (1-4), pp.216-232. ⟨10.1016/j.cma.2010.08.006⟩

Article dans une revue inria-00549220v1

A wall-layer model for large-eddy simulations of turbulent flows with/out pressure gradient

Cédric Duprat , Guillaume Balarac , Olivier Métais , Pietro Marco Congedo , Olivier Brugière

Physics of Fluids, 2011, 23, pp.015101. ⟨10.1063/1.3529358⟩

Article dans une revue hal-00557034v1

Quantification of Thermodynamic Uncertainties in Real Gas Flows

Paola Cinnella , Pietro Marco Congedo , Lucia Parussini , Valentino Pediroda

International Journal of Engineering Systems Modelling and Simulation, 2010

Article dans une revue inria-00549227v1

Optimal airfoil shapes for viscous transonic flows of Bethe-Zel'dovich-Thompson fluids

Pietro Marco Congedo , P. Cinnella

Computers and Fluids, 2008

Article dans une revue inria-00549292v1

Inviscid and viscous behavior of dense gas flows past an airfoil

Pietro Marco Congedo , P. Cinnella

Journal of Fluid Mechanics, 2007

Article dans une revue inria-00549289v1

Airfoil shape optimization for transonic flows of Bethe-Zel'dovich-Thompson fluids

Pietro Marco Congedo , P. Cinnella

AIAA Journal, 2007

Article dans une revue inria-00549287v1

Aerodynamic performance of transonic BZT flows past an airfoil

Pietro Marco Congedo , Paola Cinnella

AIAA Journal, 2005

Article dans une revue inria-00549285v1

Numerical solver for dense gas flows

Pietro Marco Congedo , P. Cinnella

AIAA Journal, 2005

Article dans une revue inria-00549282v1