Pietro Marco Congedo

Documents

Publications

	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⟩ Journal articles hal-04323574v2
	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⟩ Journal articles hal-04346151v1
	Stochastic mesoscale characterization of ablative materials for atmospheric entry Florian Girault , Francisco Torres Herrador , Bernd Helber , Alessandro Turchi , Thierry Magin Applied Mathematical Modelling, 2024, 135, pp.745-758. ⟨10.1016/j.apm.2024.07.027⟩ Journal articles hal-04665613v1
	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⟩ Journal articles hal-04323551v2
	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⟩ Journal articles hal-04607341v1
	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⟩ Journal articles hal-03878853v1
	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⟩ Journal articles hal-03128298v5
	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⟩ Journal articles hal-03781832v1
	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⟩ Journal articles hal-03754147v1
	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 Carbon, 2022, 200, ⟨10.1016/j.carbon.2022.07.069⟩ Journal articles hal-03790438v1
	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⟩ Journal articles hal-03707307v2
	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⟩ Journal articles hal-02885827v4
	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⟩ Journal articles hal-03707343v1
	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⟩ Journal articles hal-03495871v1
	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⟩ Journal articles hal-03495885v1
	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⟩ Journal articles hal-04393192v1
	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 Journal articles hal-03707319v2
	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⟩ Journal articles hal-03086453v1
	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⟩ Journal articles hal-03201297v1
	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⟩ Journal articles hal-03495878v1
	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 European Journal of Mechanics - B/Fluids, 2020, 79, pp.109-120. ⟨10.1016/j.euromechflu.2019.08.014⟩ Journal articles hal-02389668v1
	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⟩ Journal articles hal-02436230v1
	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⟩ Journal articles hal-03045531v1
	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⟩ Journal articles hal-03047283v1
	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⟩ Journal articles hal-03047877v1
	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⟩ Journal articles hal-03495850v1
	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⟩ Journal articles hal-03010091v1
	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⟩ Journal articles hal-03052824v1
	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⟩ Journal articles hal-02436222v1
	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⟩ Journal articles hal-02327697v3
	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⟩ Journal articles hal-01914383v1
	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⟩ Journal articles hal-03071659v1
	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⟩ Journal articles hal-02436229v1
	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⟩ Journal articles hal-02436221v1
	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, inPress Journal articles hal-01780050v1
	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 Energy, inPress, ⟨10.1016/j.energy.2018.11.100⟩ Journal articles hal-01982234v1
	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⟩ Journal articles hal-01742595v1
	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 Journal articles hal-01501226v1
	Computation of tail probabilities for non-classical gasdynamic phenomena Nassim Razaaly , Pietro Marco Congedo Journal of Physics: Conference Series, 2017 Journal articles hal-01448709v1
	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 Experimental Thermal and Fluid Science, 2017, 82, pp.414-423. ⟨10.1016/j.expthermflusci.2016.11.013⟩ Journal articles hal-01398173v1
	Shape optimization under uncertainty of morphing airfoils Pietro Marco Congedo , Francesca Fusi , Alberto Guardone , Giuseppe Quaranta Acta Mechanica, 2017 Journal articles hal-01622433v1
	Numerical simulation of cavitating flows under uncertainty Maria Giovanna Rodio , Remi Abgrall , Pietro Marco Congedo Journal of Physics: Conference Series, 2017 Journal articles hal-01448708v1
	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 Journal articles hal-01501225v1
	Uncertainty Quantification of Inviscid Flows Through a Supersonic ORC Turbine Cascade Nassim Razaaly , Giacomo Persico , Pietro Marco Congedo Energy Procedia, 2017 Journal articles hal-01622443v1
	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 Journal articles hal-01448706v1
	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 Journal articles hal-01286721v1
	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⟩ Journal articles hal-01251604v1
	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 Journal articles hal-01247458v1
	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 Journal articles 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 Journal articles hal-01139813v1
	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⟩ Journal articles 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 Journal articles hal-01086259v1
	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 Journal articles hal-01120609v1
	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 Journal articles 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 Journal articles hal-01166094v1
	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 Journal articles hal-00911766v1
	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 Journal articles hal-00851760v1
	A non-linear residual distribution scheme for real-gas computations R. Abgrall , Pietro Marco Congedo , Dante de Santis , Nassim Razaaly Computers and Fluids, 2014 Journal articles hal-01016443v1
	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 Journal articles 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 Journal articles 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 Journal articles 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 Journal articles hal-00709158v1
	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 Journal articles hal-00821644v1
	TSI metamodels-based multi-objective robust optimization Pietro Marco Congedo , Gianluca Geraci , Remi Abgrall , Valentino Pediroda , Lucia Parussini Engineering Computations, 2013 Journal articles hal-00807652v1
	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⟩ Journal articles hal-00913846v1
	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⟩ Journal articles 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⟩ Journal articles 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⟩ Journal articles 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⟩ Journal articles 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⟩ Journal articles 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 Journal articles inria-00549227v1
	Optimal airfoil shapes for viscous transonic flows of Bethe-Zel'dovich-Thompson fluids Pietro Marco Congedo , P. Cinnella Computers and Fluids, 2008 Journal articles inria-00549292v1
	Inviscid and viscous behavior of dense gas flows past an airfoil Pietro Marco Congedo , P. Cinnella Journal of Fluid Mechanics, 2007 Journal articles inria-00549289v1
	Airfoil shape optimization for transonic flows of Bethe-Zel'dovich-Thompson fluids Pietro Marco Congedo , P. Cinnella AIAA Journal, 2007 Journal articles inria-00549287v1
	Aerodynamic performance of transonic BZT flows past an airfoil Pietro Marco Congedo , Paola Cinnella AIAA Journal, 2005 Journal articles inria-00549285v1
	Numerical solver for dense gas flows Pietro Marco Congedo , P. Cinnella AIAA Journal, 2005 Journal articles inria-00549282v1

Pietro Marco Congedo

Publications

BAYESIAN CALIBRATION WITH ADAPTIVE MODEL DISCREPANCY

Robust Optimization of a Thermal Anti-Ice Protection System in Uncertain Cloud Conditions

Stochastic mesoscale characterization of ablative materials for atmospheric entry

Accelerating hypersonic reentry simulations using deep learning-based hybridization (with guarantees)

Holistic characterization of an under-expanded high-enthalpy jet under uncertainty

Accuracy assessment of an internal resistance model of Li-ion batteries in immersion cooling configuration

Goal-oriented sensitivity analysis of hyperparameters in deep learning

Non-Parametric Measure Approximations for Constrained Multi-Objective Optimisation under Uncertainty

A Confidence-based Aerospace Design Approach Robust to Structural Turbulence Closure Uncertainty

Stochastic calibration of a carbon nitridation model from plasma wind tunnel experiments using a Bayesian formulation

Modeling in-flight ice accretion under uncertain conditions

Leveraging Local Variation in Data: Sampling and Weighting Schemes for Supervised Deep Learning

Validation of a data-driven fast numerical model to simulate the Immersion Cooling of a Lithium-ion Battery Pack

Surrogate-Assisted Bounding-Box approach applied to constrained multi-objective optimisation under uncertainty

Assessment of a non-conservative Residual Distribution scheme for solving a four-equation two-phase system with phase transition

Quantification of model-form uncertainties affecting the calibration of a carbon nitridation model by means of Bayesian Model Averaging

Stagnation point heat flux characterization under numerical error and boundary conditions uncertainty

A Bayesian Approach for Quantile Optimization Problems with High-Dimensional Uncertainty Sources

Stochastic Preconditioning of Domain Decomposition Methods for Elliptic Equations with Random Coefficients

A surrogate-based optimal likelihood function for the Bayesian calibration of catalytic recombination in atmospheric entry protection materials

Accuracy assessment of the Non-Ideal Computational Fluid Dynamics model for siloxane MDM from the open-source SU2 suite

Efficient Estimation of Extreme Quantiles using Adaptive Kriging and Importance Sampling

Assessment of robust optimization for design of rotorcraft airfoils in forward flight

Extension of AK-MCS for the efficient computation of very small failure probabilities

Quantile-based robust optimization of a supersonic nozzle for organic rankine cycle turbines

Surrogate based shape optimization and uncertainty assessment of a ERCOFTAC pump

Bayesian inference of thermodynamic models from vapor flow experiments

Forward and backward uncertainty quantification with active subspaces: application to hypersonic flows around a cylinder

Breakup prediction under uncertainty: Application to upper stage controlled reentries from GTO orbit

Systems of Gaussian process models for directed chains of solvers

Kriging-sparse Polynomial Dimensional Decomposition surrogate model with adaptive refinement

Assessment of Deterministic Shape Optimizations Within a Stochastic Framework for Supersonic Organic Rankine Cycle Nozzle Cascades

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

Ablative thermal protection system under uncertainties including pyrolysis gas composition

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

Impact of Geometric, Operational, and Model Uncertainties on the Non-ideal Flow Through a Supersonic ORC Turbine Cascade

Robust reconstruction of the catalytic properties of thermal protection materials from sparse high-enthalpy facility experimental data

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

Computation of tail probabilities for non-classical gasdynamic phenomena

Quantification of uncertainty on the catalytic property of reusable thermal protection materials from high enthalpy experiments

Shape optimization under uncertainty of morphing airfoils

Numerical simulation of cavitating flows under uncertainty

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

Uncertainty Quantification of Inviscid Flows Through a Supersonic ORC Turbine Cascade

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

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

An adaptive strategy on the error of the objective functions for uncertainty-based derivative-free optimization

High-order statistics in global sensitivity analysis: decomposition and model reduction

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

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

About the uncertainty quantification of turbulence and cavitation models in cavitating flows simulations

Sensitivity analysis using anchored ANOVA expansion and high order moments computation

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

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

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

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

A One-Time Truncate and Encode Multiresolution Stochastic Framework

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

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

Robust Analysis of cavitating flows in Venturi tube

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

Convergence behaviours of Genetic Algorithms for Aerodynamic Optimisation Problems

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

TSI metamodels-based multi-objective robust optimization

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

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

Sensitivity Analysis of Dense Gas Flow Simulations to Thermodynamic Uncertainties

Numerical investigation of dense-gas effects in turbomachinery

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

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

Quantification of Thermodynamic Uncertainties in Real Gas Flows

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

Inviscid and viscous behavior of dense gas flows past an airfoil

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

Aerodynamic performance of transonic BZT flows past an airfoil

Numerical solver for dense gas flows