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Fix, M.J., Cooley, D., Hodzic, A., et al., Observed and predicted sensitivities of extreme surface ozone to meteorological drivers in three US cities, Atmos. Environ. , DOI: https://doi.org/10.1016/j.atmosenv.2017.12.036, IN PRESS, 2018. [link].
Hodzic, A., and Duvel, J.P., Impact of biomass-burning aerosols on the diurnal cycle of convective clouds and precipitation over a tropical island, in press J. Geophys. Res., 2017, Paper #2017JD027521. [link].
Ryu, Y.-H., Hodzic, A., Barre, J., Descombes, G., Minnis, P., Quantifying errors in surface ozone predictions associated with clouds over CONUS: A WRF-Chem modeling study using satellite cloud retrievals, Atmos. Chem. Phys. Discuss., https://doi.org/10.5194/acp-2017-914, 2017. [PDF].
Ng, N. L., Brown, S. S., Archibald, A. T., Atlas, E., Cohen, R. C., Crowley, J. N., Day, D. A., Donahue, N. M., Fry, J. L., Fuchs, H., Griffin, R. J., Guzman, M. I., Herrmann, H., Hodzic, A., Iinuma, Y., Jimenez, J. L., et al., Nitrate radicals and biogenic volatile organic compounds: oxidation, mechanisms, and organic aerosol, Atmos. Chem. Phys., 17, 2103-2162, https://doi.org/10.5194/acp-17-2103-2017, 2017. [PDF].
Ryu, Y.-H., Hodzic, A., Descombes, G., Hall, S., Minnis, P. et al., Improved modeling of cloudy-sky actinic flux using satellite cloud retrievals, Geophys. Res. Lett., 44, 1592–1600, doi:10.1002/2016GL071892, 2017. [PDF].
Yatavelli, R.L.N., Chen, LW.A., Knue, J., Samburova, V., Gyawali, M., Watts, A.C., Chakrabarty, R., Moosmüller, H., Hodzic, A., Wang, X., Zielinska, B., Chow, J.C., Watson, J.G., Emissions and Partitioning of Intermediate-Volatility and Semi-Volatile Polar Organic Compounds (I/SV-POCs) during Laboratory Combustion of Boreal and Sub-Tropical Peat, Aerosol. Sci. Eng., doi:10.1007/s41810-017-0001-5, 2017. [PDF].
Hodzic, A., Kasibhatla, P. S., Jo, D. S., Cappa, C. D., Jimenez, J. L., Madronich, S., and Park, R. J., Rethinking the global secondary organic aerosol (SOA) budget: stronger production, faster removal, shorter lifetime, Atmos. Chem. Phys. 16, 7917-7941, https://doi.org/10.5194/acp-16-7917-2016, 2016. [PDF].
Madronich, S., Conley, A., Lee-Taylor, J., Kleinman, L., Hodzic, A., and Aumont, B., Non-Linear Partitioning and Organic Volatility Distributions of Urban Aerosols, Faraday Discuss. 189, 515-528, DOI: 10.1039/C5FD00209E, 2016.
La, Y.S., Camredon, M., Ziemann, P.J., Valorso, R., Matsunaga, A., Lannuque, V., Lee-Taylor, J., Hodzic, A., Madronish, S., and B. Aumont, Impact of chamber wall loss of gaseous organic compounds on secondary organic aerosol formation: explicit modeling of SOA formation from alkane and alkene oxidation, Atmos. Chem. Phys. 16 (3), 1417-1431, 2016. [PDF].
Knote, C., Hodzic, A., and Jimenez, J. L., The effect of dry and wet deposition of condensable vapors on secondary organic aerosols concentrations over the continental US, Atmos. Chem. Phys., 15, 1-18, 2015. [PDF].
Lee-Taylor J., Hodzic, A., Madronich S., Aumont B., Camredon M., Valorso R., Multiday growth of condensing organic aerosol mass in urban and forest outflow, Atmos. Chem. Phys., 15, 595-615, 2015. [PDF].
Im U., Bianconi R., Solazzo E., Kioutsioukis I., Badia A., Balzarini A., Brunner D., Chemel C., Curci G., Davis L, Denier van der Gon H., Esteban R.B., Flemming J., Forkel R., Giordano L., Jimenez Geurro P., Hirtl M., Hodzic, A., Honzak L., Jorba O., Knote C., Kuenen J.P., Makar P., Manders-Groot A., Piravano G., Pouliot G., San Jose R., Savage N., Schroder W., Syrakov D., Torian A., Werhahn J., Wolke R., Yahya K., Zakbar R., Zhang Y., Hogrefe C., Galmarini S., Evaluation of operational online-coupled regional air quality models over Europe and North America in the context of AQMEII phase 2. Part I: Ozone, Atmos. Environ., 115, 404-420, doi:10.1016/j.atmosenv.2014.09.042, 2015.
Im, U., Bianconi, R., Solazzo, E., Kioutsioukis, I., Badia, A., Balzarini, A., Brunner, D., Chemel, C., Curci, G., Davis, L., Denier van der Gon, H., Esteban, R.B., Flemming, J., Forkel, R., Giordano, L., Jimenez Geurro, P., Hirtl, M., Hodzic, A., Honzak, L., Jorba, O., Knote, C., Kuenen, J.P., Makar, P., Manders-Groot, A., Piravano, G., Pouliot, G., San Jose, R., Savage, N., Schroder, W., Syrakov, D., Torian, A., Werhahn, J., Wolke, R., Yahya, K., Zakbar, R., Zhang, Y., Hogrefe, C., Galmarini, S., Evaluation of operational online-coupled regional air quality models over Europe and North America in the context of AQMEII phase 2. Part II: Particulate Matter, Atmos. Environ., 115, 421–441, doi:10.1016/j.atmosenv.2014.08.072, 2015.
Campbell, P., Zhang, Y., Yahya, K., Wang, K., Hogrefe, C., Pouliot, G., Knote, C., Hodzic, A., San Jose, R., Perez, J.L., Jimenez-Guerrero, P., Baro, R., Makar, P., A multi-model assessment for the 2006 and 2010 simulations under the air quality model evaluation international initiative (AQMEII) phase 2 over North America: part I. Indicators of the sensitivity of O3 and PM2.5 formation regimes, Atmos. Environ., 115, 569–586, 2015.
Brunner, D., Savage, N., Jorba, O., Eder, B., Giordano, L., Badia, A., Balzarini, A., Baro, R., Bianconi, R., Chemel, C., Forkel, R., Jimenez-Guerrero, J., Hirtl, M., Hodzic, A., Honzak, L., Im, U., Knote, C., Kuensen, J.J.P., Makar, P.A., Manders-Groot, A., Neal, L., Perez, J.L., et al., Comparative analysis of meteorological performance of coupled chemistry-meteorology models in the context of AQMEII phase 2, Atmos. Environ., 115, 470–498, 2015.
Giordano, L., Brunner, D., Flemming, J., Im, U., Hogrefe, C., Bianconi, R., Badia, A., Balzarini, A., Baro, R., Chemel, C., Curci, G., Forkel, R., Jimenez-Guerrero, P., Hirtl, M., Hodzic, A., Honzak, L., Jorba, O., Knote, C., Kuenen, J. J. P., Makar, P. A., Manders-Groot, A., et al., Assessment of the MACC reanalysis and its influence as chemical boundary conditions for regional air quality modeling in AQMEII-2, Atmos. Environ., 115, 371–388, 2015.
Wang, K., Yahya, K., Zhang, Y., Hogrefe, C., Pouliot, G., Knote, C., Hodzic, A., San Jose, R., Perez, J.L, Jiménez-Guerrero, P., Baro, R., Makar, P., Bennartz, R., A multi-model assessment for the 2006 and 2010 simulations under the Air Quality Model Evaluation International Initiative (AQMEII) Phase 2 over North America: Part II. Evaluation of column variable predictions using satellite data, Atmos. Environ., 115, 587-603, 2015.
Hodzic, A., Madronich, S., Kasibhatla, P. S., Tyndall, G., Aumont, B., Jimenez, J. L., Lee-Taylor, J., and Orlando, J., Organic photolysis reactions in tropospheric aerosols: effect on secondary organic aerosol formation and lifetime, Atmos. Chem. Phys., 15, 9253-9269, doi:10.5194/acp-15-9253-2015, 2015. [PDF].
Lupascu, A., Easter, R., Zaveri, R., Shrivastava, M., Pekour, M., Tomlinson, J., Yang, Q., Matsui, H., Hodzic, A., Zhang, Q., and Fast, J. D., Modeling particle nucleation and growth over northern California during the 2010 CARES campaign, Atmos. Chem. Phys., 15, 12283-12313, doi:10.5194/acp-15-12283-2015, 2015. [PDF].
He, J., Zhang, Y., Tilmes, S., Emmons, L., Lamarque, J.-F., Glotfelty, T., Hodzic, A., and Vitt, F., CESM/CAM5 improvement and application: comparison and evaluation of updated CB05_GE and MOZART-4 gas-phase mechanisms and associated impacts on global air quality and climate, Geosci. Model Dev., 8, 3999-4025, doi:10.5194/gmd-8-3999-2015, 2015. [PDF].
Zheng, Y., Unger, N., Hodzic, A., Emmons, L., Knote, C., Tilmes, S., Lamarque, J.F., and Yu, P., Limited effect of anthropogenic nitrogen oxides on secondary organic aerosol formation, Atmos. Chem. Phys., 15, 13487-13506, doi:10.5194/acp-15-13487-2015, 2015. [PDF].
Hodzic, A., Aumont, B., Knote, C., Lee-Taylor, J., Madronich, S., Tyndall, G., Volatility dependenceof Henry’s law constants of condensableorganics: Application to estimatedepositional loss of secondary organicaerosols, Geophys. Res. Lett., 41,4795–4804, doi:10.1002/2014GL060649, 2014. [PDF].
Cui, Y. Y., Hodzic, A., Smith, J. N., Ortega, J., Brioude, J., Matsui, H., Levin, E. J. T., Turnipseed, A., Winkler, P., and de Foy, B., Modeling ultrafine particle growth at a pine forest site influenced by anthropogenic pollution during BEACHON-RoMBAS 2011, Atmos. Chem. Phys., 14, 11011-11029, https://doi.org/10.5194/acp-14-11011-2014, 2014. [PDF].
Knote, C., Hodzic, A., Jimenez, J. L., Volkamer, R., Orlando, J. J., Baidar, S., Brioude, J., Fast, J., Gentner, D. R., Goldstein, A. H., Hayes, P. L., Knighton, W. B., Oetjen, H., Setyan, A., Stark, H., Thalman, R., Tyndall, G., Washenfelder, R., Waxman, E., and Zhang, Q, Simulation of semi-explicit mechanisms of SOA formation from glyoxal in aerosol in a 3-D model, Atmos. Chem. Phys., 14, 6213-6239, doi:10.5194/acp-14-6213-2014, 2014. [PDF].
Tsigaridis, K., Daskalakis, N., Kanakidou, M., Adams, P. J., Artaxo, P., Bahadur, R., Balkanski, Y., Bauer, S. E., Bellouin, N., Benedetti, A., Bergman, T., Berntsen, T. K., Beukes, J. P., Bian, H., Carslaw, K. S., Chin, M., Curci, G., Diehl, T., Easter, R. C., Ghan, S. J., Gong, S. L., Hodzic, A., Hoyle, C. R., Iversen, T., Jathar, S., Jimenez, J. L., Kaiser, J. W., Kirkevåg, A., Koch, D., Kokkola, H., Lee, Y. H., Lin, G., Liu, X., Luo, G., Ma, X., Mann, G. W., Mihalopoulos, N., Morcrette, J.-J., Müller, J.-F., Myhre, G., Myriokefalitakis, S., Ng, S., O'Donnell, D., Penner, J. E., Pozzoli, L., Pringle, K. J., Russell, L. M., Schulz, M., Sciare, J., Seland, Ø., Shindell, D. T., Sillman, S., Skeie, R. B., Spracklen, D., Stavrakou, T., Steenrod, S. D., Takemura, T., Tiitta, P., Tilmes, S., Tost, H., van Noije, T., van Zyl, P. G., von Salzen, K., Yu, F., Wang, Z., Wang, Z., Zaveri, R. A., Zhang, H., Zhang, K., Zhang, Q., and Zhang, X., The AeroCom evaluation and intercomparison of organic aerosol in global models, Atmos. Chem. Phys., 14, 10845-10895, doi:10.5194/acp-14-10845-2014, 2014. [PDF].
Yatavelli, R. L. N., Stark, H., Thompson, S. L., Kimmel, J. R., Cubison, M. J., Day, D. A., Campuzano-Jost, P., Palm, B. B., Hodzic, A., Thornton, J.A., Jayne, J.T, Worsnop, D.R., and Jimenez, J.L., Semicontinuous measurements of gas–particle partitioning of organic acids in a ponderosa pine forest using a MOVI-HRToF-CIMS, Atmos. Chem. Phys., 14, 1527-1546, 2014. [PDF].
Fast, J. D., Allan, J., Bahreini, R., Craven, J., Emmons, L., Ferrare, R., Hayes, P. L., Hodzic, A., Holloway, J., Hostetler, C., Jimenez, J. L., Jonsson, H., Liu, S., Liu, Y., Metcalf, A., Middlebrook, A., Nowak, J., Pekour, M., Perring, A., Russell, L., Sedlacek, A., Seinfeld, J., Setyan, A., Shilling, J., Shrivastava, M., Springston, S., Song, C., Subramanian, R., Taylor, J. W., Vinoj, V., Yang, Q., Zaveri, R. A., and Zhang, Q., Modeling regional aerosol variability over California and its sensitivity to emissions and long-range transport during the 2010 CalNex and CARES campaigns, Atmos. Chem. Phys., 14, 10013-10060, doi:10.5194/acp-14-10013-2014, 2014. [PDF].
Ortega, J., Turnipseed, A., Guenther, A. B., Karl, T. G., Day, D. A., Gochis, D., Huffman, J. A., Prenni, A. J., Levin, E. J. T., Kreidenweis, S. M., DeMott, P. J., Tobo, Y., Patton, E. G., Hodzic, A., Cui, Y. Y., Harley, P. C., Hornbrook, R. S., Apel, E. C., Monson, R. K., Eller, A. S. D., Greenberg, J. P., Barth, M. C., Campuzano-Jost, P., Palm, B. B., Jimenez, J. L., Aiken, A. C., Dubey, M. K., Geron, C., Offenberg, J., Ryan, M. G., Fornwalt, P. J., Pryor, S. C., Keutsch, F. N., DiGangi, J. P., Chan, A. W. H., Goldstein, A. H., Wolfe, G. M., Kim, S., Kaser, L., Schnitzhofer, R., Hansel, A., Cantrell, C. A., Mauldin, R. L., and Smith, J. N., Overview of the Manitou Experimental Forest Observatory: site description and selected science results from 2008 to 2013, Atmos. Chem. Phys., 14, 6345-6367, doi:10.5194/acp-14-6345-2014, 2014. [PDF].
Hodzic A., Madronich S., Aumont B., Lee-Taylor J., Karl T., Camredon M., Mouchel-Vallon C.. Limited influence of dry deposition of semi-volatile organic vapors on secondary organic aerosol formation in the urban plume, Geophys. Res. Lett., 40, 3302-3307, doi:10.1002/grl.50611, 2013. [PDF].
Menut L., Bessagnet B., Khvorostyanov D., Beekmann M., Colette A., Coll I., Curci G., Foret G., Hodzic A., Mailler S., Meleux F., Monge J.L., Pison I., Turquety S., Valari M., Vautard R., Vivanco M.G.. Regional atmospheric composition modeling with CHIMERE, Geosci. Model. Dev. , 6, 981-1028, 2013. [PDF].
Fry, J. L., Draper, D. C., Zarzana, K. J., Campuzano-Jost, P., Day, D. A., Jimenez, J. L., Brown, S. S., Cohen, R. C., Kaser, L., Hansel, A., Cappellin, L., Karl, T., Hodzic Roux, A., Turnipseed, A., Cantrell, C., Lefer, B. L., and Grossberg, N., Observations of gas- and aerosol-phase organic nitrates at BEACHON-RoMBAS 2011, Atmos. Chem. Phys., 13, 8585-8605, 2013. [PDF]
Zhang, Q. J., Beekmann, M., Drewnick, F., Freutel, F., Schneider, J., Crippa, M., Prevot, A. S. H., Baltensperger, U., Poulain, L., Wiedensohler, A., Sciare, J., Gros, V., Borbon, A., Colomb, A., Michoud, V., Doussin, J.-F., Denier van der Gon, H. A. C., Haeffelin, M., Dupont, J.-C., Siour, G., Petetin, H., Bessagnet, B., Pandis, S. N., Hodzic, A., Sanchez, O., Honoré, C., and Perrussel, O., Formation of organic aerosol in the Paris region during the MEGAPOLI summer campaign: evaluation of the volatility-basis-set approach within the CHIMERE model, Atmos. Chem. Phys., 13, 5767-5790, doi:10.5194/acp-13-5767-2013, 2013. [PDF]
Hodzic, A., Wiedinmyer, C., Salcedo, D., Jimenez, J.L., Impact of Trash Burning on Air Quality in Mexico City, Environ. Sci. Technol., doi: 10.1021/es203954r, 2012.
Barth, M. C., Lee, J., Hodzic, A., Pfister, G., Skamarock, W. C., Worden, J., Wong, J., and Noone, D., Thunderstorms and upper troposphere chemistry during the early stages of the 2006 North American Monsoon, Atmos. Chem. Phys., 12, 11003-11026, doi:10.5194/acp-12-11003-2012, 2012. [PDF]
Hodzic, A., and Jimenez, J. L., Modeling anthropogenically controlled secondary organic aerosols in a megacity: a simplified framework for global and climate models, Geosci. Model. Dev., 4, 901-917, doi:10.5194/gmd-4-901-2011, 2011.
Lee-Taylor, J., Madronich, S., Aumont, B., Camredon, M., Hodzic, A., Tyndall, G. S., Apel, E., and Zaveri, R. A., Explicit modeling of organic chemistry and secondary organic aerosol partitioning for Mexico City and its outflow plume, Atmos. Chem. Phys., 11, 13219-13241, 2011. [PDF]
Shrivastava, M., Fast, J., Easter, R., Gustafson, W. I., Zaveri, R. A., Jimenez, J. L., Saide, P., and Hodzic A., Modeling Organic Aerosols in a Megacity: Comparison of Simple and Complex Representations of the Volatility Basis Set Approach. Atmos. Chem. Phys., 11, 6639-6662, 2011. [PDF]
Hodzic A., Jimenez J. L., Prevot A. S. H., Szidat. S., Fast J. D., Madronich S., Can 3D Models Explain the Observed Fractions of Fossil and non-Fossil Carbon In and Near Mexico City? Atmos. Chem. Phys., 10, 10997-11016, doi:10.5194/acp-10-10997-2010, 2010. [PDF], Supp. Info..
Hodzic A., Jimenez J. L., Madronich S., Canagaratna M. R., DeCarlo P. F., Kleinman L., and Fast J., Modeling organic aerosols in a megacity: potential contribution of semi-volatile and intermediate volatility primary organic compounds to secondary organic aerosol formation, Atmos. Chem. Phys., 10, 5491-5514, doi:10.5194/acp-10-5491-2010, 2010. [PDF].
Hodzic A., Jimenez J. L., Madronich S., et al., Modeling organic aerosols during MILAGRO: importance of biogenic secondary organic aerosols, Atmos. Chem. Phys., 9, 6949-6981, 2009. [PDF], Supp. Info..
Fast J. D., Aiken, A. C, Allan, J., Alexander, L., Campos, T., Canagaratna, M. R., Chapman, E., DeCarlo, P. F., de Foy, B., Gaffney, J., de Gouw, J., Doran, J. C., Emmons, L., Hodzic, A., , Herndon, S. C., et al., Evaluating simulated primary anthropogenic and biomass burning organic aerosols during MILAGRO: implications for assessing treatments of secondary organic aerosols, Atmos. Chem. Phys., 9, 6191-6215, 2009. [PDF]
Karl, T., Apel, E., Hodzic, A., Riemer, D., Blake, D., and Wiedinmyer, C., Emissions of volatile organic compounds inferred from airborne flux measurements over a megacity, Atmos. Chem. Phys., 9, 271-285, 2009.
Bessagnet, B., Menut, L., Curci, G., Hodzic, A., Guillaume, B., Liousse, C., Moukhtar, S., Pun, B., Seigneur, C. and Schulz, M., Regional modeling of carbonaceous aerosol over Europe - Focus on Secondary Organic Aerosols, Journal of Atmospheric Chemistry, 61, 175-202, 2008. [PDF].
Stern, R., Builtjes, P., Schaap, M., Timmermans, R., Vautard, R., Hodzic, A., Memmesheimer, M., Feldmann, H., Renner, E., Wolke, R., Kerschbaumer, A., A model inter-comparison study focussing on episodes with elevated PM10 concentrations, Atmos. Environ., 42 (19), 4567-4588, 2008.
Hodzic, A., Madronich, S, Bohn, B, et al., Wildfire particulate matter in Europe during summer 2003: meso-scale modeling of smoke emissions, transport and radiative effects, Atmos. Chem. Phys., 7, 15, 4043-4064, 2007. [PDF].
Vautard, R., Beekmann, M., Desplat, J., Hodzic, A., Morel, S., Air quality in Europe during the summer of 2003 as a prototype of air quality in a warmer climate, Comptes Rendus Geoscience, 339, 11-12, 747-7634, 2007.
Salameh, T., Drobinski, P., Menut, L., Bessagnet, B., Flamant, C., Hodzic, A., Vautard, R., Aerosol distribution over the western Mediterranean basin during a Tramontane/Mistral event, Annales Geophysicae, 25, 11, 2271-2291, 2007.
Cuvelier, C., Thunis, P., Vautard, R., et al., CityDelta: A model intercomparison study to explore the impact of emission reductions in European cities in 2010, Atmos. Environ., 41, 1, 189-207, 2007.
Hodzic, A., Vautard, R., Chazette, P., Menut, L., Bessagnet, B., Aerosol chemical and optical properties over the Paris area within ESQUIF project, Atmos. Chem. Phys., 6, 3257-3280, 2006. [PDF].
Hodzic, A., Vautard, R., Chepfer, H., Goloub, P., Chazette, P., Menut, L., Evolution of aerosol optical thickness over Europe during the August 2003 heat wave as seen from POLDER data and CHIMERE model simulations;, Atmos. Chem. Phys., 6, 1853-1864, 2006. [PDF].
Hodzic, A., Bessagnet, B., Vautard, R., A model evaluation of coarse-mode nitrate heterogeneous formation on dust particles, Atmos. Environ., 40 (22), 4158-4171, 2006.
Hodzic, A., Vautard, R., Bessagnet, B., Lattuati, M., Moreto, F., Long-term urban aerosol simulation versus routine particulate matter observations, Atmos. Environ., 39, 5851-5864, 2005.
Bessagnet, B., Hodzic, A., Blanchard, O., Lattuati, M., Le Bihan, O., Marfaing, H., Rouil, L., Origin of particulate matter pollution episodes in wintertime over the Paris Basin, Atmos. Environ., 39, 6159-6175, 2005.
Haeffelin, M., Barthes, L, Bock, O., Boitel, C., Bony, S., Bouniol, D., Chepfer, H, Chiriaco, M., Cuesta, J., Delanoe, J., Drobinski, P., Dufresne, J-L., Flamant, C., Grall, M., Hodzic, A., Hourdin, F, Lapouge, F, Lemaitre, Y, Mathieu, A., Morille, Y, Naud, C, Noel, V, O'Hirok, B., Pelon, J., Pietras, C., Protat, A., Romand, B., Scialom, G., Vautard, R., A ground-based atmospheric observatory for cloud and aerosol research, Annales Geophysicae, 23, 253-275, 2005.
Hodzic, A., Chepfer, H., Vautard, R., Chazette, P., Beekmann, M, Bessagnet, B., Chatenet B., Cuesta, J., Drobinski, P., Goloub, P., Haeffelin, M., Morille, Y., Comparison of aerosol chemistry-transport model simulations with lidar and sun-photometer observations at a site near Paris, J. Geophys. Res., 109, D23201, doi:10.1029/2004JD004735, 2004. [PDF].
Bessagnet, B., Hodzic, A., Vautard, R., Beekmann, M., Cheinet, S., Honore, C., Liousse, C., Rouil, L., Aerosol modeling with CHIMERE - Preliminary evaluation at the continental scale, Atmos. Environ., 38, 2803-2817, 2004.
Thesis manuscript: Hodzic A., "Modelisation des aerosols de pollution en Ile-de-France",
Ecole Polytechnique, Oct. 2005.
PDF manuscript
Oral presentation: Hodzic A., "Modelisation des aerosols de pollution en Ile-de-France"
Ecole Polytechnique, Oct. 2005.
PHD_presentation.ppt