Mélanie Rochoux

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Publications

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Surrogate-based ensemble data assimilation for reducing uncertainty in large-eddy simulation of microscale pollutant dispersion

Eliott Lumet , Mélanie C Rochoux , Thomas Jaravel , Simon Lacroix

Building and Environment, 2026, 287, pp.113863. ⟨10.1016/j.buildenv.2025.113863⟩

Article dans une revue hal-05420659v1
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Uncertainty-aware surrogate modeling for urban air pollutant dispersion prediction

Eliott Lumet , Mélanie Rochoux , Thomas Jaravel , Simon Lacroix

Building and Environment, 2025, 267, pp.112287. ⟨10.1016/j.buildenv.2024.112287⟩

Article dans une revue hal-04813685v1
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Dataset of microscale atmospheric flow and pollutant concentration large-eddy simulations for varying mesoscale meteorological forcing in an idealized urban environment

Eliott Lumet , Thomas Jaravel , Mélanie C Rochoux

Data in Brief, 2025, 58, pp.111285. ⟨10.1016/j.dib.2025.111285⟩

Article dans une revue hal-04911366v1

Reduced-order modeling for parameterized large-eddy simulations of atmospheric pollutant dispersion

Bastien Nony , M. Rochoux , Thomas Jaravel , Didier Lucor

Stochastic Environmental Research and Risk Assessment, 2023, 37 (6), pp.2117-2144. ⟨10.1007/s00477-023-02383-7⟩

Article dans une revue hal-04310872v1
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Orthorectification of Helicopter-Borne High Resolution Experimental Burn Observation from Infra Red Handheld Imagers

Ronan Paugam , Martin Wooster , William Mell , Mélanie Rochoux , Jean-Baptiste Filippi et al.

Remote Sensing, 2021, 13 (23), pp.4913. ⟨10.3390/rs13234913⟩

Article dans une revue hal-03473262v1
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Assimilation of wide-swath altimetry water elevation anomalies to correct large-scale river routing model parameters

Charlotte Marie Emery , Sylvain Biancamaria , Aaron Anthony Boone , Sophie Ricci , Mélanie C. Rochoux et al.

Hydrology and Earth System Sciences, 2020, 24 (5), pp.2207-2233. ⟨10.5194/hess-24-2207-2020⟩

Article dans une revue hal-02920114v1
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Front shape similarity measure for data-driven simulations of wildland fire spread based on state estimation: Application to the RxCADRE field-scale experiment

Cong Zhang , Annabelle Collin , Philippe Moireau , Arnaud Trouvé , Mélanie C. Rochoux

Proceedings of the Combustion Institute, 2019, 37 (3), pp.4201-4209. ⟨10.1016/j.proci.2018.07.112⟩

Article dans une revue hal-01969130v1
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Front shape similarity measure for shape-oriented sensitivity analysis and data assimilation for Eikonal equation

Mélanie Rochoux , Annabelle Collin , Cong Zhang , Arnaud Trouvé , Didier Lucor et al.

ESAIM: Proceedings and Surveys, 2018, pp.258 - 279. ⟨10.1051/proc/201863258⟩

Article dans une revue hal-01625575v1
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Temporal Variance-Based Sensitivity Analysis of the River-Routing Component of the Large-Scale Hydrological Model ISBA–TRIP: Application on the Amazon Basin

Charlotte Emery , Sylvain Biancamaria , Aaron Anthony Boone , Pierre-André Garambois , Sophie Ricci et al.

Journal of Hydrometeorology, 2016, 17 (12), pp.3007-3027. ⟨10.1175/JHM-D-16-0050.1⟩

Article dans une revue hal-02267680v1
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Determination of oxygen adsorption-desorption rates and diffusion rate coefficients in perovskites at different oxygen partial pressures by a microkinetic approach

Mélanie Rochoux , Y. Guo , Y. Schuurman , D. Farrusseng

Physical Chemistry Chemical Physics, 2015, 17 (2), pp.1469-1481. ⟨10.1039/c4cp04243c⟩

Article dans une revue hal-01149292v1
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Reduced-Order Model for Microscale Atmospheric Dispersion Combining Multi-Fidelity LES and RANS Data

Bastien Nony , Mélanie C. Rochoux , Thomas Jaravel , Didier Lucor

5th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Science and Engineering, M. Papadrakakis, V. Papadopoulos, G. Stefanou, Jun 2023, Athènes, Greece. ⟨10.7712/120223.10337.19817⟩

Communication dans un congrès hal-04310899v1

Adaptive Gaussian process surrogate modelling of large-eddy simulation for microscale atmospheric dispersion

Bastien Nony , Mélanie Rochoux , Didier Lucor , Thomas Jaravel

8th European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS Congress 2022, Jun 2022, Oslo, Norway

Communication dans un congrès hal-04462966v1
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Metamodelling for micro-scale atmospheric pollutant dispersion large-eddy simulation

Bastien Nony , Mélanie C. Rochoux , Didier Lucor , Thomas Jaravel

MascotNum Annual Conference, CNRS Centre Paul Langevin, Apr 2021, Aussois, France

Communication dans un congrès hal-03848430v1

Image segmentation – Fire front extraction for rate of spread estimation

Ronan Paugam , Mélanie C. Rochoux , Nicolas Cazard , Corentin J Lapeyre , William Mell et al.

Journée thématique Intelligence Artificielle et Océan-Atmosphère-Climat (LEFE), 6 February, Rennes, France, Feb 2019, Rennes, France

Communication dans un congrès hal-04730649v1

Computing high resolution fire behavior metrics from prescribed burn using handheld airborne thermal camera observations

Ronan Paugam , Mélanie C. Rochoux , Nicolas Cazard , Corentin J Lapeyre , William Mell et al.

6th International Fire Behavior and Fuels Conference, Marseille, 29 April-3 May, France, Apr 2019, Marseille, France

Communication dans un congrès hal-04730646v1

Prediction of oxygen flux in perovskite membranes.

Mélanie Rochoux , Y. Guo , Y. Schuurman , D. Farrusseng

13th International Conference on Inorganic Membranes (ICIM), Jul 2014, Brisbane, Australia

Communication dans un congrès hal-01058118v1

Application of particle filters in moving frontier problems

Wellington Betencurte da Silva , Mélanie Rochoux , Helcio Rangel Barreto Orlande , Marcelo José Colaco , Olivier Fudym et al.

IPDO 2013 -4th Inverse Problems, Design and Optimization symposium, Jun 2013, Albi, France. 10 p

Communication dans un congrès hal-01741813v1

A porous catalytic membrane reactor between dual and single chamber solid oxide fuel cell (SOFC)

Y. Guo , Mélanie Rochoux , Y. Schuurman , D. Farrusseng

ICCMR11 - 11th International Conference on Catalysis in Membrane Reactors, Jul 2013, Porto, Portugal

Communication dans un congrès hal-00842330v1

Prediction of oxygen flux in Mixed Ionic-Electronic oxygen Conducting mem-branes.

Mélanie Rochoux , Y. Guo , Y. Schuurman , D. Farrusseng

ICCMR11 - 11th International Conference on Catalysis in Membrane Reactors, Jul 2013, Porto, Portugal

Communication dans un congrès hal-00842329v1

Application des filtres de particules à l'estimation de la vitesse de propagation d'incendies

Wellington Betencurte da Silva , Helcio Rangel Barreto Orlande , Marcelo José Colaco , Olivier Fudym , Mouna El-Hafi et al.

SFT 2012 -Congrès annuel de la Société Française de Thermique, May 2012, Bordeaux, France. p.66-73

Communication dans un congrès hal-01768691v1

An upper non-reflecting boundary condition for atmospheric compressible flow

Aurélien Costes , Christine Lac , Valéry Masson , Mélanie C. Rochoux

VIII International Conference on Forest Fire Research, Nov 2018, Coimbra, Portugal. 1, Imprensa da Universidade de Coimbra, pp.900-912, 2018, ⟨10.14195/978-989-26-16-506_99⟩

Proceedings/Recueil des communications hal-02939245v1

High resolution weather forecasting applied to forest fire behaviour simulation

Jean-Baptiste Filippi , Yolanda Perez-Ramirez , Lila Ferrat , Frederic Allaire , Aurélien Coste et al.

Domingos Xavier Viegas. Advances in Forest Fire Research, 1, Imprensa da Universidade de Coimbra, pp.1373-1375, 2018, 978-989-26-1649-0. ⟨10.14195/978-989-26-16-506_182⟩

Chapitre d'ouvrage hal-02394447v1