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.
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.
2021
Emulation of wildland fire spread simulation using deep learning Journal Article
In: Neural Networks, vol. 141, pp. 184–198, 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.
CENSE Project: general overview Proceedings Article
In: Proceedings or Euronoise 2021, 2021.
In: Atmospheric Environment: X, vol. 10, 2021.
Faster and more accurate noise mapping combining meta-modeling and data assimilation Proceedings Article
In: Proceedings or Euronoise 2021, 2021.
Data assimilation for urban noise mapping with a meta-model Journal Article
In: Applied Acoustics, vol. 178, 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.
Calculation of wind turbine noise uncertainty for downwind conditions Proceedings Article
In: Proceedings of the 9th International Conference on Wind Turbine Noise, 2021.
2020
Meta-modeling of a simulation chain for urban air quality Journal Article
In: Advanced Modeling and Simulation in Engineering Sciences, vol. 7, 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 for urban noise mapping Journal Article
In: Journal of the Acoustical Society of America, vol. 148, no. 6, pp. 3,671–3,681, 2020.
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.
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.
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.
Meta-Modeling for urban noise mapping Proceedings Article
In: Proceedings of the 23rd International Congress on Acoustics, 2019.
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.
Ensemble forecast of photovoltaic power with online CRPS learning Journal Article
In: International Journal of Forecasting, vol. 34, no. 4, 2018.
Meta-modeling of ADMS-Urban by dimension reduction and emulation Journal Article
In: Atmospheric Environment, vol. 184, 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.
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.
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.
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.
2017
Assimilation d’observations participatives issues de l’application mobile Ambiciti Journal Article
In: Acoustique et techniques, vol. 86-87, 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Dos and Don’ts in Mobile Phone Sensing Middleware: Learning from a Large-Scale Experiment Proceedings Article
In: ACM/IFIP/USENIX Middleware 2016, 2016.
2015
Ensemble forecast of solar radiation using TIGGE weather forecasts and HelioClim database Journal Article
In: Solar Energy, vol. 120, pp. 232–243, 2015.
Monitoring Noise Pollution Using The Urban Civics Middleware Proceedings Article
In: IEEE BigDataService 2015, 2015.
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.
Representation and evaluation of wildfire propagation simulations Journal Article
In: International Journal of Wildland Fire, vol. 23, no. 1, pp. 46–57, 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.
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.
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.
Reduction and emulation of ADMS Urban Proceedings Article
In: 15th international conference on harmonisation within atmospheric dispersion modelling for regulatory purposes, Madrid, Spain, 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.
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.
2012
Uncertainty Estimation and Decomposition based on Monte Carlo and Multimodel Photochemical Simulations Technical Report
INRIA no. RR-7903, 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.
Real-time air quality forecasting, part I: History, techniques, and current status Journal Article
In: Atmospheric Environment, vol. 60, pp. 632–655, 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.
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.
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.
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.
2010
Reduced minimax state estimation Technical Report
INRIA no. RR-7500, 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.
In: Journal of Geophysical Research, vol. 115, no. D03303, 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.
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.
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.
Ensemble forecast of analyses: Coupling data assimilation and sequential aggregation Journal Article
In: Journal of Geophysical Research, vol. 115, no. D24303, 2010.
2009
Improving predictions and threshold detection with ensemble modelling in France Proceedings Article
In: 7th International Conference on Air Quality — Science and Application, 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.
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.
Ozone ensemble forecast with machine learning algorithms Journal Article
In: Journal of Geophysical Research, vol. 114, no. D05307, 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.
2008
A further look at sequential aggregation rules for ozone ensemble forecasting Technical Report
INRIA and École normale supérieure 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.
A comparison study of data assimilation algorithms for ozone forecasts Journal Article
In: Journal of Geophysical Research, vol. 113, no. D20310, 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.
2007
Polyphemus: une plate-forme multimodèles pour la pollution atmosphérique et l’évaluation des risques Journal Article
In: Pollution Atmosphérique, vol. 196, 2007.
Modeling wildland fire propagation with level set methods Miscellaneous
arXiv, http://arxiv.org/abs/0710.2694, 2007.
Polyphemus 1.1 User’s Guide Technical Report
CEREA no. 2007-10, 2007.
Polair3D technical documentation Technical Report
CEREA no. 2007-3, 2007.
Prévision d’ensemble Technical Report
CEREA no. 2007-4, 2007.
Introduction aux modèles de chimie-transport pour la qualité de l’air Technical Report
CEREA no. 2007-5, 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.
Impact of mass consistency errors for atmospheric dispersion Journal Article
In: Atmospheric Environment, vol. 41, no. 29, pp. 6;132–6;142, 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.
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.
2006
Assimilation of EPS tropospheric ozone for air quality forecast Proceedings Article
In: First EPS/MetOp RAO, ESA ESRIN, 2006.
Peut-on modéliser la qualité de l’air de manière déterministe? Proceedings Article
In: Actes des 38e Journées de Statistique, 2006.
In: Journal of Geophysical Research, vol. 111, no. D1, 2006.
Ensemble-based air quality forecasts: A multimodel approach applied to ozone Journal Article
In: Journal of Geophysical Research, vol. 111, no. D18, 2006.
2005
Data assimilation and air pollution forecasting: the Berlin case Miscellaneous
ERCIM News 61, 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.
Calcul scientifique pour l’environnement Booklet
Cours de deuxième année à l’ENSTA, 2005.
AtmoData scientific documentation Technical Report
CEREA no. 2005-10, 2005.
Software architecture of an ideal modeling platform in air quality — A first step: Polyphemus Technical Report
CEREA no. 2005-11, 2005.
Data processing and parameterizations in atmospheric chemistry and physics: the AtmoData library Technical Report
CEREA no. 2005-12, 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.
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.
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.
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.
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.