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Jérôme Morio

Maître de recherche, HDR

Département Conception et évaluation de Performances de Systèmes - Unité Systèmes Aéronautiques (DCPS/SAE)

in English


Centre d'intérêt

  • Gestion des incertitudes dans les systèmes complexes

Court CV

  • 2016- : Maître de recherche à ONERA\DCPS\SAE, Toulouse
  • 2014-2016 : Ingénieur de recherche à ONERA\DCPS\SAE, Toulouse
  • 2013 : Habilitation à Diriger des Recherches (HDR) à l'Université de Rennes I
  • 2007-2013: Ingénieur de recherche à ONERA\DCPS\SSD, Palaiseau
  • 2004-2007: Thèse de doctorat avec Philippe Réfregier et François Goudail (directeurs de thèse) à l'Institut Fresnel\PHYTI, Marseille et ONERA\DEMR\RIM, Salon de Provence
  • 2004: DEA Optique, Image Signal avec François Goudail et Philippe Réfregier à l'Institut Fresnel\PHYTI, Marseille
  • 2001-2004: Diplôme d'ingénieur en traitement d'images et en optique à l'Ecole Nationale Superieure de Physique de Marseille (ENSPM)/Centrale Marseille

Contact
Onera/DCPS
2 avenue Édouard Belin
31055 Toulouse France
E-mail : jerome(dot)morio(at)onera(dot)fr
 

Ouvrage scientifique

 

 

J. Morio et M. Balesdent (2015) Estimation of Rare Event  Probabilities in Complex Aerospace and Other Systems, A Practical Approach, Woodhead Publishing, ELSEVIER, à paraître, ISBN : 978-0-08-100091-

Order information : [ Elsevier ] [ Amazon]

 

 

 

 

 

Articles acceptés dans des journaux à comité de lecture

  • D. Jacquemart, J. Morio, Adaptive interacting particle system algorithm for aircraft conflict probability estimation, Aerospace Science and Technology, 2016, 55, 431-438
  • J. Morio, M. Balesdent, Estimation of a launch vehicle stage fallout zone with parametric and non-parametric importance sampling algorithms in presence of uncertain input distributions, Aerospace Science and Technology, 2016, 52, 95-101
  • D. Jacquemart, J. Morio, Tuning of adaptive interacting particle system for rare event probability estimation, Simulation Modelling Practice and Theory, 2016, 11, 36-49
  • C. Vergé, J. Morio and P. Del Moral, An island particle algorithm for rare event analysis, Reliability Engineering and System Safety, 2016, 149, 63-75
  • D. Jacquemart, J. Morio and F. Le Gland, Some ideas for bias and variance reduction in the splitting algorithm for diffusion processes, Journal of Computational Science, 2015, 11, 58-68
  • R. Pastel, J. Morio and F. Le Gland, Extreme density level set estimation for input-output functions via the adaptive splitting technique, Journal of Computational Science, 2015, 6, 40-46
  • J. Morio, M. Balesdent, D. Jacquemart and C. Vergé, A survey of rare event simulation methods for static input-output models, Simulation Modelling Practice and Theory, 2014, 49, 287-304
  • M. Balesdent, J. Morio and J. Marzat, Recommendations for the tuning of rare event probability estimators, Reliability Engineering and System Safety, 2014,133, 68-78
  • M. Balesdent, J. Morio and L. Brevault, Rare event probability estimation in the presence of epistemic uncertainty on input probability distribution parameters, accepted in Methodology And Computing In Applied Probability 2014
  • M. Balesdent, J. Morio and J. Marzat, Kriging-based adaptive importance sampling algorithms for rare event estimation, Structural Safety, 2013, 44, 1-10
  • J. Morio, D. Jacquemart, M. Balesdent and J. Marzat, Optimisation of Interacting Particle Systems for Rare Event Estimation, Computational Statistics & Data Analysis, 2013, 66, 117-128
  • D. Madakat, J. Morio and D. Vanderpooten, Biobjective planning of an active debris removal mission, Acta Astronautica, 2013, 84, 182-188
  • R. Pastel, J. Morio and François Le Gland, Improvement of satellite conflict prediction reliability through use of the adaptive splitting technique, Proceedings of the IMechE, Part G : Journal of Aerospace Engineering, 2013, 28, 1, 77-85
  • J. Morio, Extreme quantile estimation with nonparametric adaptive importance sampling, Simulation Modelling Practice and Theory, 2012, 27, 76-89
  • D. Jacquemart and J. Morio, Conflict probability estimation between aircraft with dynamic importance Splitting, Safety Science, 2013, 51, 1, 94-100
  • J. Morio, T. Lang and C. Le Tallec, Estimating separation distance loss probability between aircraft in uncontrolled airspace in simulation, Safety Science, 2012, 50, 4, 995-1004
  • J. Morio, R. Pastel and F. Le Gland, Missile target accuracy estimation with importance splitting, Aerospace Science and Technology, 2013, 25, 1, 40–44
  • J. Morio and R. Pastel, Plug-in estimation of d-dimensional density minimum volume set of a rare event in a complex system, Proceedings of the IMechE, Part O, Journal of Risk and Reliability, 2012, 226, 3, 347-345
  • J.Morio, Global and local sensitivity analysis methods for a physical system, Eur. J. Phys., 2011, 32, 1577-1583
  • J. Morio, Influence of input PDF parameters of a model on a failure probability estimation, Simulation Modelling Practice and Theory, 2011, 19, 10, 2244-2255
  • J. Morio, R. Pastel and F. Le Gland, Estimation de probabilités et de quantiles rares pour la caractérisation d’une zone de retombée d’un engin, Journal de la Société Française de Statistique, 2011, 152, 4, 1-29
  • J. Morio, Nonparametric Adaptive Importance Sampling for the probability estimation of a launcher impact position, Reliability Engineering & System Safety, 96, 2011, 1, 178–183
  •  J. Morio, F. Muller, Spatial object classification by radar measurements, Aerospace Science and Technology, 2010, 14, 4, 259-265
  • J.Morio, R. Pastel and F. Le Gland, An overview of importance splitting for rare event simulation, Eur. J. Phys, 2010, 31, 1295-1303
  • J. Morio, Importance sampling: how to approach the optimal density?, Eur. J. Phys., 2010, 31, 41- 48
  • J. Morio and R. Pastel, Sampling technique for launcher impact safety zone estimation, Acta Astronautica, 2010, 66, 5-6, 736-741
  • J. Morio, F Muller, Radar measurements analysis for spatial object classification, International Journal of Intelligent Defence Support Systems, 2009, 2, 2, 2009, 91-104
  • J.Morio, P. Réfrégier, P Dubois-Fernandez, F.Goudail, X. Dupuis, A characterization of Shannon entropy and Bhattacharyya measure of contrast in PolInSAR images, The Proceedings of the IEEE, 2009, 97, 6, 1097-1108
  • J.Morio and F. Muller, Onboard sensor orientation analysis with kriging method, Acta Astronautica, 2009, 64, 2-3, 2009, 374-381
  • J.Morio, P. Réfrégier, P. Dubois-Fernandez, F.Goudail, X. Dupuis, Information theory based approach for contrast analysis in polarimetric and/or interferometric SAR images, IEEE Trans. on Geoscience and Remote Sensing, 2008, 46, 8, 2185-2196
  • J.Morio, F. Goudail, X. Dupuis, P. Dubois-Fernandez, P. Réfrégier, Polarimetric and interferometric SAR image partition into statistically homogeneous regions based on the minimization of the sotchastic complexity, IEEE Trans. on Geoscience and Remote Sensing, 2007, 45, 11, 2, 3599-3609
  • P. Réfrégier, J. Morio, Shannon entropy of partially polarized and partially coherent light with Gaussian fluctuations, 2006, 23, 12, 3036-3044
  • J. Morio, F. Goudail, Influence of diattenuator, retarder and polarizer in polar decomposition of Mueller matrices, Optics Letters, 2004, 29, 19, 2234-2236

Autre Publications

Coencadrement d'étudiants en thèse

  • Rudy Pastel (2008-2011), Estimation d'évènements rares pour des systèmes complexes (avec F. Le Gland (INRIA)) (soutenue le 14/02/2012)
  • Dalal Madakat (2009-2012), Optimisation du retrait de débris spatiaux (avec D. Vanderpooten (Univ. Paris Dauphine)) (soutenue le 16/06/2014)
  • Damien-Barthélémy Jacquemart (2011-2014), Estimation de la probabilité de collision d’avions par méthodes d’évènements rares dynamiques : développement de méthode d’importance splitting (avec F. Le Gland (INRIA)) (soutenue le 8/12/2014)
  • Christelle Vergé (2012-2015), Estimation du risque de collision entre deux objets spatiaux par méthodes d'événements rares (avec P. Del Moral (INRIA)) (soutenue le 15/07/2015)
  • Fabrice Guet (2014-2017), A systemic analysis to probabilistic worst-case execution times (avec L. Santinelli (ONERA))
  • Vincent Chabridon (2015-2018), Propagation d’incertitudes au sein ​de modèles coûteux en temps de calcul - Application au domaine aérospatial (avec M. Balesdent (ONERA), N. Gayton (IFMA) et J.M. Bourinet (IFMA) )