2022
Simulation-based high resolution fire danger mapping using deep learning Journal Article
In: International Journal of Wildland Fire, 2022, (Accepted).
Wind turbine noise uncertainty quantification for downwind conditions using metamodeling Journal Article
In: Journal of the Acoustical Society of America, vol. 151, no. 1, 2022.
2021
Calculation of wind turbine noise uncertainty for downwind conditions Inproceedings
In: Proceedings of the 9th International Conference on Wind Turbine Noise, 2021.
Inverse modeling and joint state-parameter estimation with a noise mapping meta-model Journal Article
In: Journal of the Acoustical Society of America, vol. 149, no. 6, 2021.
Data assimilation for urban noise mapping with a meta-model Journal Article
In: Applied Acoustics, vol. 178, 2021.
Faster and more accurate noise mapping combining meta-modeling and data assimilation Inproceedings
In: Proceedings or Euronoise 2021, 2021.
In: Atmospheric Environment: X, vol. 10, 2021.
CENSE Project: general overview Inproceedings
In: Proceedings or Euronoise 2021, 2021.
Novel method for a posteriori uncertainty quantification in wildland fire spread simulation Journal Article
In: Applied Mathematical Modelling, vol. 90, pp. 527–546, 2021.
Emulation of wildland fire spread simulation using deep learning Journal Article
In: Neural Networks, vol. 141, pp. 184–198, 2021.
2020
Meta-modeling for urban noise mapping Journal Article
In: Journal of the Acoustical Society of America, vol. 148, no. 6, pp. 3,671–3,681, 2020.
Generation and evaluation of an ensemble of wildland fire simulations Journal Article
In: International Journal of Wildland Fire, vol. 29, no. 2, pp. 160–173, 2020.
Meta-modeling of a simulation chain for urban air quality Journal Article
In: Advanced Modeling and Simulation in Engineering Sciences, vol. 7, 2020.
2019
Meta-Modeling for urban noise mapping Inproceedings
In: Proceedings of the 23rd International Congress on Acoustics, 2019.
Global sensitivity analysis of a noise mapping model based on open-source software Inproceedings
In: Proceedings of the 48th International Congress and Exposition on Noise Control Engineering (INTERNOISE 2019), pp. 3,234, 2019.
Calibration of a surrogate dispersion model applied to the Fukushima nuclear disaster Inproceedings
In: Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, UNCECOMP 2019, pp. 215, 2019.
Mobile crowd-sensing as a resource for contextualized urban public policies: a study using three use cases on noise and soundscape monitoring Journal Article
In: Cities & Health, 2019.
2018
High resolution weather forecasting applied to forest fire behaviour simulation Inproceedings
In: Viegas, Domingos Xavier (Ed.): Advances in forest fire research 2018, pp. 1,373–1,375, Imprensa da Universidade de Coimbra, 2018.
Generation and evaluation of ensemble simulations of wildfire spread for probabilistic forecast Inproceedings
In: Viegas, Domingos Xavier (Ed.): Advances in forest fire research 2018, pp. 71–80, Imprensa da Universidade de Coimbra, 2018.
Kriging-based spatial interpolation from measurements for sound level mapping in urban areas Journal Article
In: Journal of the Acoustical Society of America, vol. 143, 2018.
Metamodeling and optimization of probabilistic scores for long-range atmospheric dispersion applied to the Fukushima nuclear disaster Inproceedings
In: Proceedings of the 20th EGU General Assembly, 2018.
Meta-modeling of ADMS-Urban by dimension reduction and emulation Journal Article
In: Atmospheric Environment, vol. 184, 2018.
Ensemble forecast of photovoltaic power with online CRPS learning Journal Article
In: International Journal of Forecasting, vol. 34, no. 4, 2018.
Assimilation of mobile phone measurements for noise mapping of a neighborhood Journal Article
In: Journal of the Acoustical Society of America, vol. 144, 2018.
2017
Acoustic mapping based on measurements: space and time interpolation Inproceedings
In: Proceedings of INTER-NOISE 2017, 46th International Congress and Exposition on Noise Control Engineering, pp. 5,707–5,718, 2017.
A sensitivity study of road transportation emissions at metropolitan scale Journal Article
In: Journal of Earth Sciences and Geotechnical Engineering, vol. 7, no. 1, pp. 151–173, 2017.
Global Sensitivity Analysis in the Simulation of Road Traffic Emissions at Metropolitan Scale Inproceedings
In: Proceedings of the 22th International Transportation and Air Pollution Conference, 2017.
Uncertainty studies on an atmospheric dispersion model with Monte Carlo method Inproceedings
In: Proceedings of the 18th international conference on harmonisation within atmospheric dispersion modelling for regulatory purposes, 2017.
Using meteorological ensembles for atmospheric dispersion modelling of the Fukushima nuclear accident Inproceedings
In: Proceedings of the 18th international conference on harmonisation within atmospheric dispersion modelling for regulatory purposes, 2017.
Characterization of urban sound environments using a comprehensive approach combining open data, measurements, and modeling Journal Article
In: Journal of the Acoustical Society of America, vol. 141, 2017.
Estimation of urban noise with the assimilation of observations crowdsensed by the mobile application Ambiciti Inproceedings
In: Proceedings of INTER-NOISE 2017, 46th International Congress and Exposition on Noise Control Engineering, pp. 5,741–5,748, 2017.
Online learning with the Continuous Ranked Probability Score for ensemble forecasting Journal Article
In: Quarterly Journal of the Royal Meteorological Society, vol. 143, no. 702, pp. 521–529, 2017.
Evaluation and calibration of mobile phones for noise monitoring application Journal Article
In: Journal of the Acoustical Society of America, vol. 142, no. 5, pp. 3,084–3,093, 2017.
Assimilation d'observations participatives issues de l'application mobile Ambiciti Journal Article
In: Acoustique et techniques, vol. 86-87, 2017.
2016
Dos and Don'ts in Mobile Phone Sensing Middleware: Learning from a Large-Scale Experiment Inproceedings
In: ACM/IFIP/USENIX Middleware 2016, 2016.
Emulation and Sobol' sensitivity analysis of an atmospheric dispersion model applied to the Fukushima nuclear accident Journal Article
In: Journal of Geophysical Research, vol. 121, no. 7, pp. 3,484–3,496, 2016.
Improvement of atmospheric dispersion simulations in case of an accident or a malevolent action using data assimilation methods in CERES CBRN-E Inproceedings
In: Proceedings of the 17th international conference on harmonisation within atmospheric dispersion modelling for regulatory purposes, 2016.
Using meteorological ensembles for atmospheric dispersion modelling of the Fukushima nuclear accident Inproceedings
In: Proceedings of the 17th international conference on harmonisation within atmospheric dispersion modelling for regulatory purposes, 2016.
2015
Monitoring Noise Pollution Using The Urban Civics Middleware Inproceedings
In: IEEE BigDataService 2015, 2015.
Ensemble forecast of solar radiation using TIGGE weather forecasts and HelioClim database Journal Article
In: Solar Energy, vol. 120, pp. 232–243, 2015.
2014
Ensemble forecasting with machine learning algorithms for ozone, nitrogen dioxide and PM$_10$ on the PrevÁir platform Journal Article
In: Atmospheric Environment, vol. 91, pp. 71–84, 2014.
Evaluation of forest fire models on a large observation database Journal Article
In: Natural Hazards and Earth System Sciences, vol. 14, pp. 3,077–3,091, 2014.
Representation and evaluation of wildfire propagation simulations Journal Article
In: International Journal of Wildland Fire, vol. 23, no. 1, pp. 46–57, 2014.
Screening sensitivity analysis of a radionuclides atmospheric dispersion model applied to the Fukushima disaster Journal Article
In: Atmospheric Environment, vol. 95, pp. 490–500, 2014.
2013
Fundamental principles of data assimilation underlying the Verdandi library: applications to biophysical model personalization within euHeart Journal Article
In: Medical & Biological Engineering & Computing, vol. 51, no. 11, pp. 1,221–1,233, 2013.
Minimax filtering for sequential aggregation: Application to ensemble forecast of ozone analyses Journal Article
In: Journal of Geophysical Research, vol. 118, no. 11, pp. 11,294–11,303, 2013.
Reduction and emulation of ADMS Urban Inproceedings
In: 15th international conference on harmonisation within atmospheric dispersion modelling for regulatory purposes, Madrid, Spain, 2013.
BLUE-based NO2 data assimilation at urban scale Journal Article
In: Journal of Geophysical Research, vol. 118, no. 4, pp. 2,031–2,040, 2013.
2012
Real-time air quality forecasting, part I: History, techniques, and current status Journal Article
In: Atmospheric Environment, vol. 60, pp. 632–655, 2012.
Real-time air quality forecasting, part II: State of the science, current research needs, and future prospects Journal Article
In: Atmospheric Environment, vol. 60, pp. 656–676, 2012.
Uncertainty Estimation and Decomposition based on Monte Carlo and Multimodel Photochemical Simulations Technical Report
INRIA no. RR-7903, 2012.
2011
Reduced minimax filtering by means of Differential-Algebraic equations Inproceedings
In: 5th International Conference on Physics and Control (PhysCon 2011), León, Spain, 2011.
Automatic calibration of an ensemble for uncertainty estimation and probabilistic forecast: Application to air quality Journal Article
In: Journal of Geophysical Research, vol. 116, no. D19304, 2011.
The "Votre Air" project: development of a modelling tool to assess the real atmospheric exposure in Paris Inproceedings
In: 14th international conference on harmonisation within atmospheric dispersion modelling for regulatory purposes, Kos Island, Greece, 2011.
Assimilation of OMI NO2 retrievals into a regional chemistry-transport model for improving air quality forecasts over Europe Journal Article
In: Atmospheric Environment, vol. 45, no. 2, pp. 485–492, 2011.
2010
Ensemble forecast of analyses: Coupling data assimilation and sequential aggregation Journal Article
In: Journal of Geophysical Research, vol. 115, no. D24303, 2010.
Development and application of a reactive plume-in-grid model: evaluation over Greater Paris Inproceedings
In: 13th international conference on harmonisation within atmospheric dispersion modelling for regulatory purposes Paris, France, 2010.
Development and application of a reactive plume-in-grid model: evaluation over Greater Paris Journal Article
In: Atmospheric Chemistry and Physics, vol. 10, no. 18, pp. 8,917–8,931, 2010.
Assessment of the detection abilities of monitoring networks for passive tracers at local and regional scales Journal Article
In: Atmospheric Environment, vol. 44, no. 3, pp. 408–420, 2010.
In: Journal of Geophysical Research, vol. 115, no. D03303, 2010.
Automatic generation of large ensembles for air quality forecasting using the Polyphemus system Journal Article
In: Geoscientific Model Development, vol. 3, no. 1, pp. 69–85, 2010.
Reduced minimax state estimation Technical Report
INRIA no. RR-7500, 2010.
2009
Comparative study of Gaussian dispersion formulae within the Polyphemus platform: Evaluation with Prairie Grass and Kincaid experiments Journal Article
In: Journal of Applied Meteorology and Climatology, vol. 48, no. 12, pp. 2,459–2,473, 2009.
Ozone ensemble forecast with machine learning algorithms Journal Article
In: Journal of Geophysical Research, vol. 114, no. D05307, 2009.
Modeling wildland fire propagation with level set methods Journal Article
In: Computers & Mathematics with Applications, vol. 57, no. 7, pp. 1,089–1,101, 2009.
PM10 data assimilation over Europe with the optimal interpolation method Journal Article
In: Atmospheric Chemistry and Physics, vol. 9, no. 1, pp. 57–70, 2009.
Improving predictions and threshold detection with ensemble modelling in France Inproceedings
In: 7th International Conference on Air Quality -- Science and Application, 2009.
2008
A further look at sequential aggregation rules for ozone ensemble forecasting Technical Report
INRIA and École normale supérieure 2008.
Air quality modeling: From deterministic to stochastic approaches Journal Article
In: Computers & Mathematics with Applications, vol. 55, no. 10, pp. 2,329–2,337, 2008.
A comparison study of data assimilation algorithms for ozone forecasts Journal Article
In: Journal of Geophysical Research, vol. 113, no. D20310, 2008.
Satellite data assimilation for air quality forecast Journal Article
In: Simulation Modelling Practice and Theory, vol. 16, no. 10, pp. 1,541–1,545, 2008.
2007
Technical Note: The air quality modeling system Polyphemus Journal Article
In: Atmospheric Chemistry and Physics, vol. 7, no. 20, pp. 5,479–5,487, 2007.
Investigation of some numerical issues in a chemistry-transport model: Gas-phase simulations Journal Article
In: Journal of Geophysical Research, vol. 112, no. D15, 2007.
Impact of mass consistency errors for atmospheric dispersion Journal Article
In: Atmospheric Environment, vol. 41, no. 29, pp. 6;132–6;142, 2007.
Description of Sequential Aggregation Methods and their Performances for Ozone Ensemble Forecasting Technical Report
École normale supérieure de Paris no. DMA-07-08, 2007.
Introduction aux modèles de chimie-transport pour la qualité de l'air Technical Report
CEREA no. 2007-5, 2007.
Prévision d'ensemble Technical Report
CEREA no. 2007-4, 2007.
Polair3D technical documentation Technical Report
CEREA no. 2007-3, 2007.
Polyphemus 1.1 User's Guide Technical Report
CEREA no. 2007-10, 2007.
Modeling wildland fire propagation with level set methods Miscellaneous
arXiv, http://arxiv.org/abs/0710.2694, 2007.
Polyphemus: une plate-forme multimodèles pour la pollution atmosphérique et l'évaluation des risques Journal Article
In: Pollution Atmosphérique, vol. 196, 2007.
2006
Ensemble-based air quality forecasts: A multimodel approach applied to ozone Journal Article
In: Journal of Geophysical Research, vol. 111, no. D18, 2006.
In: Journal of Geophysical Research, vol. 111, no. D1, 2006.
Peut-on modéliser la qualité de l'air de manière déterministe? Inproceedings
In: Actes des 38e Journées de Statistique, 2006.
Assimilation of EPS tropospheric ozone for air quality forecast Inproceedings
In: First EPS/MetOp RAO, ESA ESRIN, 2006.
2005
Data assimilation and air pollution forecasting: the Berlin case Miscellaneous
ERCIM News 61, 2005.
A comprehensive study of ozone sensitivity with respect to emissions over Europe with a chemistry-transport model Journal Article
In: Journal of Geophysical Research, vol. 110, no. D22, 2005.
Inverse modeling of NOx emissions at regional scale over northern France: Preliminary investigation of the second-order sensitivity Journal Article
In: Journal of Geophysical Research, vol. 110, no. D24, 2005.
Data processing and parameterizations in atmospheric chemistry and physics: the AtmoData library Technical Report
CEREA no. 2005-12, 2005.
Software architecture of an ideal modeling platform in air quality -- A first step: Polyphemus Technical Report
CEREA no. 2005-11, 2005.
AtmoData scientific documentation Technical Report
CEREA no. 2005-10, 2005.
Calcul scientifique pour l'environnement Booklet
Cours de deuxième année à l'ENSTA, 2005.
Estimation de l'incertitude et prévision d'ensemble avec un modèle de chimie-transport -- Application à la simulation numérique de la qualité de l'air PhD Thesis
École nationale des ponts et chaussées, 2005.
2004
3-D chemistry-transport model Polair: numerical issues, validation and automatic-differentiation strategy Journal Article
In: Atmospheric Chemistry and Physics Discussions, vol. 4, pp. 1,371–1,392, 2004.
Development and validation of a fully modular platform for numerical modelling of air pollution: POLAIR Journal Article
In: International Journal of Environment and Pollution, vol. 22, no. 1/2, pp. 17–28, 2004.
2003
Modeling the growth of Si-based nanofilms by coupling the boundary contour method and level set Multivac Inproceedings
In: Proceedings of the Tenth international conference on composite engineering, pp. 575–576, 2003.