Mélanie Rochoux

Publications

Article dans une revue (10)

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
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
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
Orthorectification of Helicopter-Borne High Resolution Experimental Burn Observation from Infra Red Handheld Imagers Ronan Paugam,Martin Wooster,William Mell,Mélanie Rochoux,Jean-Baptiste Filippiet al. Remote Sensing, 2021, 13 (23), pp.4913. ⟨10.3390/rs13234913⟩ Article dans une revue hal-03473262v1
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. Rochouxet al. Hydrology and Earth System Sciences, 2020, 24 (5), pp.2207-2233. ⟨10.5194/hess-24-2207-2020⟩ Article dans une revue hal-02920114v1
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
Front shape similarity measure for shape-oriented sensitivity analysis and data assimilation for Eikonal equation Mélanie Rochoux,Annabelle Collin,Cong Zhang,Arnaud Trouvé,Didier Lucoret al. ESAIM: Proceedings and Surveys, 2018, pp.258 - 279. ⟨10.1051/proc/201863258⟩ Article dans une revue hal-01625575v1
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 Ricciet al. Journal of Hydrometeorology, 2016, 17 (12), pp.3007-3027. ⟨10.1175/JHM-D-16-0050.1⟩ Article dans une revue hal-02267680v1
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

Communication dans un congrès (10)

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
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 Mellet 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 Mellet 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
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
Application of particle filters in moving frontier problems Wellington Betencurte da Silva,Mélanie Rochoux,Helcio Rangel Barreto Orlande,Marcelo José Colaco,Olivier Fudymet al. IPDO 2013 -4th Inverse Problems, Design and Optimization symposium, Jun 2013, Albi, France. 10 p Communication dans un congrès hal-01741813v1
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-Hafiet al. SFT 2012 -Congrès annuel de la Société Française de Thermique, May 2012, Bordeaux, France. p.66-73 Communication dans un congrès hal-01768691v1

HDR (1)

Modeling Vegetation Fire Behavior: How to Balance Physical Modeling and Data in the Presence of Uncertainties? What Perspectives Should Be Adopted to Understand the Micrometeorological Processes Involved? Mélanie C. Rochoux Chaotic Dynamics [nlin.CD]. Université Toulouse 3 Paul Sabatier; Ecole Doctorale SDU2E : Océan, Atmosphère, Climat, 2022 HDR tel-04742045v1

Pré-publication, Document de travail (2)

Reduced-order modeling for parameterized large-eddy simulations of atmospheric pollutant dispersion Bastien Nony,Mélanie Rochoux,Thomas Jaravel,Didier Lucor 2022 Pré-publication, Document de travail hal-03736838v1
Exploring the effect of inflow turbulence in coupled atmosphere-fire simulations using innovative subgrid fire front reconstruction Aurélien Costes,Mélanie C. Rochoux,Christine Lac,Valéry Masson In press Pré-publication, Document de travail hal-03012049v1

Chapitre d'ouvrage (1)

High resolution weather forecasting applied to forest fire behaviour simulation Jean-Baptiste Filippi,Yolanda Perez-Ramirez,Lila Ferrat,Frederic Allaire,Aurélien Costeet 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

Proceedings/Recueil des communications (1)

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