2022
Simulation-based high resolution fire danger mapping using deep learning Journal Article
In: International Journal of Wildland Fire, vol. 31, iss. 4, pp. 379–394, 2022.
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 Proceedings Article
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 Proceedings Article
In: Proceedings or Euronoise 2021, 2021.
In: Atmospheric Environment: X, vol. 10, 2021.
CENSE Project: general overview Proceedings Article
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 Proceedings Article
In: Proceedings of the 23rd International Congress on Acoustics, 2019.
Global sensitivity analysis of a noise mapping model based on open-source software Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
In: Proceedings of the 22th International Transportation and Air Pollution Conference, 2017.
Uncertainty studies on an atmospheric dispersion model with Monte Carlo method Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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 Proceedings Article
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? Proceedings Article
In: Actes des 38e Journées de Statistique, 2006.
Assimilation of EPS tropospheric ozone for air quality forecast Proceedings Article
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 Proceedings Article
In: Proceedings of the Tenth international conference on composite engineering, pp. 575–576, 2003.