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hal_structRnsrIdExt_id : 202023682J
Document type : Journal articles
Document type : Conference papers
Document type : Theses
Document type : Habilitation à diriger des recherches
Document type : Preprints, Working Papers, ...
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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⟩
Journal articles 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⟩
Journal articles hal-03128298v5
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Continuous and discrete data assimilation with noisy observations for the Rayleigh-Bénard convection: a computational study

Mohamad Abed El Rahman Hammoud , Olivier Le Maître , Edriss S Titi , Ibrahim Hoteit , Omar Knio et al.
Computational Geosciences, 2022, ⟨10.1007/s10596-022-10180-4⟩
Journal articles hal-03935869v1
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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
Journal articles hal-03790438v1
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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 et al.
Preprints, Working Papers, ... hal-03789842v1
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Non-Parametric Measure Approximations for Constrained Multi-Objective Optimisation under Uncertainty

Mickael Rivier , Nassim Razaaly , Pietro Marco Congedo
Preprints, Working Papers, ... hal-03781832v1
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A second-order accurate numerical scheme for a time-fractional Fokker–Planck equation

Kassem Mustapha , Omar Knio , Olivier Le Maître
IMA Journal of Numerical Analysis, 2022, ⟨10.1093/imanum/drac031⟩
Journal articles hal-03790578v1
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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⟩
Journal articles hal-03754147v1
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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 et al.
Energy, 2022, 249, pp.123633. ⟨10.1016/⟩
Journal articles hal-03707343v1
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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
Journal articles hal-03707319v2
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Modeling in-flight ice accretion under uncertain conditions

Giulio Gori , Pietro Marco Congedo , Olivier Le Maître , Tommaso Bellosta , Alberto Guardone et al.
Journal of Aircraft, 2022, 59 (3), ⟨10.2514/1.C036545⟩
Journal articles hal-03707307v1
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Bayesian inference of model error for the calibration of two-phase CFD codes

Nicolas Leoni
Statistics [math.ST]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAX033⟩
Theses tel-03654787v2
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Combining supervised deep learning and scientific computing : some contributions and application to computational fluid dynamics

Paul Novello
Other Statistics [stat.ML]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAX005⟩
Theses tel-03710472v1
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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⟩
Journal articles hal-02885827v4
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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⟩
Journal articles hal-03495871v1
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Risk-Averse Stochastic Programming vs. Adaptive Robust Optimization: A Virtual Power Plant Application

Ricardo Lima , Antonio Conejo , Loïc Giraldi , Olivier Le Maitre , Ibrahim Hoteit et al.
INFORMS Journal on Computing, In press, ⟨10.1287/ijoc.2022.1157⟩
Journal articles hal-03572916v1
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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 et al.
Journal of Scientific Computing, 2022, 90 (1), ⟨10.1007/s10915-021-01706-6⟩
Journal articles hal-03495885v1
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Experimental methodology for the accurate stochastic calibration of catalytic recombination affecting reusable spacecraft thermal protection systems

Anabel del Val , Diana Luís , Olivier Chazot
Preprints, Working Papers, ... hal-03504760v1
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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 et al.
Applied Mathematical Modelling, 2021, 101, pp.791-810. ⟨10.1016/j.apm.2021.07.019⟩
Journal articles hal-03495878v1
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Bayesian calibration of a methane-air global scheme and uncertainty propagation to flame-vortex interactions

Jan M Armengol , Olivier Le Maitre , Ronan Vicquelin
Combustion and Flame, 2021, 234, pp.111642. ⟨10.1016/J.COMBUSTFLAME.2021.111642⟩
Journal articles hal-03318385v1
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Polynomial surrogates for Bayesian traveltime tomography

Pierre Sochala , Alexandrine Gesret , Olivier Le Maitre
GEM - International Journal on Geomathematics, 2021, 12 (1), ⟨10.1007/s13137-021-00184-0⟩
Journal articles hal-03384145v1
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Modeling In-Flight Ice Accretion Under Uncertain Conditions

Giulio Gori , Pietro Marco Congedo , Olivier Le Maître , Tommaso Bellosta , Alberto Guardone et al.
Journal of Aircraft, 2021, pp.1-15. ⟨10.2514/1.C036545⟩
Journal articles hal-03495860v1
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Bayesian calibration and assessment of gas-surface interaction models and experiments in atmospheric entry plasmas

Anabel del Val
Reactive fluid environment. Institut polytechnique de Paris; Ecole Polytechnique (Palaiseau, France); Centre de Mathématiques Appliquées, École Polytechnique, France, 2021. English. ⟨NNT : 2021IPPAX081⟩
Theses tel-03504757v1
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Preconditioning of Domain Decomposition Methods for Stochastic Elliptic Equations

Joao Felício Dos Reis
Mathematics [math]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : ⟩
Theses tel-03498777v1
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A tangent linear approximation of the ignition delay time. II: Sensitivity to thermochemical parameters

Mireille Hantouche , Saja Almohammadi , Olivier Le Maitre , Omar M Knio
Combustion and Flame, 2021, pp.111677. ⟨10.1016/j.combustflame.2021.111677⟩
Journal articles hal-03384214v1
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Bayesian calibration of order and diffusivity parameters in a fractional diffusion equation

Hasnaa H Alzahrani , Marco Lucchesi , Kassem Mustapha , Olivier Le Maitre , Omar M Knio et al.
Journal of Physics Communications, 2021, 5 (8), pp.085014. ⟨10.1088/2399-6528/ac1507⟩
Journal articles hal-03384280v1

Uncertainty quantification for in-flight ice accretion under Appendix-C and Appendix-O conditions

Giulio Gori , Tommaso Bellosta , Alberto Guardone , Pietro Congedo , Olivier Le Maitre et al.
AIAA AVIATION 2021 FORUM, Aug 2021, VIRTUAL EVENT, United States. ⟨10.2514/6.2021-2645⟩
Conference papers hal-03498436v1
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A tangent linear approximation of the ignition delay time. I: Sensitivity to rate parameters

Saja Almohammadi , Mireille Hantouche , Olivier Le Maitre , Omar M Knio
Combustion and Flame, 2021, 230, pp.111426. ⟨10.1016/j.combustflame.2021.111426⟩
Journal articles hal-03190168v1
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Accuracy Assessment of Li-ion Batteries Internal Resistance Model Through CFD Simulations, Experimental Measurements And Uncertainties

Elie Solai , Héloïse Beaugendre , Ulrich Bieder , Pietro Marco Congedo
HEFAT 2021 - 15th International Conference on Heat Transfer, Fluid Mechanics and Thermodynamics, Jul 2021, Virtual conference, Netherlands
Conference papers hal-03417087v1
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On Real-time Management of On-board Ice Protection Systems by means of Machine Learning

Bárbara Arizmendi , Tommaso Bellosta , Anabel del Val , Giulio Gori , João Reis et al.
Preprints, Working Papers, ... hal-03197683v1