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Christian Soize
Professor Emeritus,
Université Gustave Eiffel,
MSME UMR 8208
51%
Libre accès
37
Documents
Affiliations actuelles
Identifiants chercheurs
christian-soize- ResearcherId : C-3704-2016
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0000-0002-1083-6771
- ResearcherId : http://www.researcherid.com/rid/C-3704-2016
Présentation
. Statistical Learning, Probabilistic Learning, Machine Learning, and Nonconvex Optimization Problem.
. Uncertainty Quantification, stochastic modeling of uncertainties in computational sciences and engineering, their propagation and their quantification solving stochastic inverse problems.
. Stochastic multi-scale modeling and application to microstructures of heterogeneous materials.
. Computational science, computational mechanics, linear and nonlinear structural dynamics, structural acoustics, vibroacoustics, and coupled systems.
. Computational stochastic dynamics for linear and nonlinear dynamical systems.
Domaines de recherche
Compétences
Publications
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Real-time optimization of speed control to limit train energy consumptionMASCOT-NUM 2023, Apr 2023, Le Croisic, France
Communication dans un congrès
hal-04081892v1
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Optimisation de la vitesse de trains sous contraintes de confort et de ponctualité, en présence d’incertitudes54 èmes Journées de Statistique de la SFdS (JDS 2023), Université Libre de Bruxelles, Jul 2023, Bruxelles, Belgique
Communication dans un congrès
hal-04146600v1
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Bayesian inference for high-speed train dynamics and speed optimization under uncertainty for energy savingThe 30th edition of the biennial ISMA conference on Noise and Vibration Engineering (ISMA 2022) and The 9th International Conference on Uncertainty in Structural Dynamics, USD 2022, KU Leuven, Sep 2022, Leuven, Belgium. pp.1-6
Communication dans un congrès
hal-03799277v1
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Robust adaptation of the train speed for energy saving under punctaulity and security constraintsMASCOT-NUM 2022, Jun 2022, Clermont Ferrand, France
Communication dans un congrès
hal-03749632v1
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Uncertainty quantification for high-speed train dynamics modeling and optimization under uncertainties to limit energy consumptionThe 15th World Congress of Computational Mechanics (WCCM 2022), Jul 2022, Yokohama, Japan
Communication dans un congrès
hal-03749644v1
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Driver’s control optimization under uncertainties to reduce energy consumption of high-speed trainsThe fifth international conference of railway technology, Railways 2022, Aug 2022, Montpellier, France. pp.1-5, ⟨10.4203/ccc.1.7.6⟩
Communication dans un congrès
hal-03799316v1
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Optimization under uncertainties of high-speed train speed to limit energy consumptionUNCECOMP 2021, 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering, Jun 2021, Athens, Greece
Communication dans un congrès
hal-03278233v1
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High-speed train speed optimization for limiting energy consumptionthe 27th IAVSD Symposium on Dynamics of Vehicles on Roads and Tracks (IAVSD 2021), Aug 2021, Saint-Petersburg, Russia
Communication dans un congrès
hal-03381366v1
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State health monitoring of high-speed train suspensions by bayesian calibration based on gaussian surrogate modelingThe 13th World Congress of Computational Mechanics (WCCM 2018) and Second Pan American Congress on Computational Mechanics (PANACM II), Jul 2018, New York, United States
Communication dans un congrès
hal-01876753v1
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Statistical inverse method for train suspensions remote diagnosis using embedded accelerometersRailways 2018 and STECH2018: The Fourth International Conference on Railway Technology: Research, Development and Maintenance incorporating The Eighth International Symposium on Speed-up and Sustainable Technology for Railway and Maglev Systems(STECH2018), Sep 2018, Barcelona, Spain
Communication dans un congrès
hal-01876763v1
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Railway dynamics for the condition monitoring of suspensionsTRA Vienna 2018, A digital era for transport, Apr 2018, Vienna, Austria
Communication dans un congrès
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Bayesian calibration of high-speed train suspensions parameters using Kriging metamodelingIMAC XXXVIII, Feb 2018, Orlando, Florida, United States. pp.1-3
Communication dans un congrès
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Inverse identification of mechanical parameters of high-speed train suspensions submitted to random track irregularities12th International Conference on Structural Safety & Reliability, ICOSSAR 2017, Aug 2017, Vienna, Austria. pp.1-9
Communication dans un congrès
hal-01575047v1
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Identification expérimentale des paramètres de suspensions des trains à grande vitesse par méthode statistique inverse13e colloque national en calcul des structures, Université Paris-Saclay, May 2017, Giens, Var, France
Communication dans un congrès
hal-01899340v1
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Statistical inverse problems for non-Gaussian non-stationary stochastic processes defined by a set of realizationsWorkshop "Propagation of Uncertainty", Institut Henti Poincaré, 2015, Paris, France, 2015, Paris, France
Communication dans un congrès
hal-01306386v1
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Statistical inverse problems for non-Gaussian non-stationary stochastic processes defined by a set of realizationsWorkshop "Propagation of Uncertainty", Institut Henti Poincaré, Dec 2015, Paris, France
Communication dans un congrès
hal-01648105v1
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Stochastic modeling of train dynamics under effect of track irregularities and experimental comparisonsInternational Conference on Uncertainty in Structural Dynamics, USD2014, Sep 2014, Leuven, Belgium. pp.1-9
Communication dans un congrès
hal-01066571v1
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Long time evolution of train dynamics with respect to track geometryThe Second International Conference on Railway Technology: Research, Development and Maintenance (RAILWAYS 2014), Apr 2014, Ajaccio, France. pp.1-14
Communication dans un congrès
hal-00989424v1
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Track geometry degradation under effect of the train dynamicsInternational Workshop on Railway Track Science and Engineering, Dec 2013, Paris, France. pp.1
Communication dans un congrès
hal-00940344v1
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Dynamical behavior of trains excited by a non-Gaussian vector-valued random fieldCOMPDYN 2013, 4th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Jun 2013, Kos Island, Greece. pp.1-14
Communication dans un congrès
hal-00806402v1
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Modeling and identification of non Gaussian multivariate random fields and application to the excitation of trains by the track irregularities.1ères Journées Jeunes Chercheurs en Vibrations, Apr 2013, France
Communication dans un congrès
hal-00852774v1
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Dynamical behavior of trains excited by a non-Gaussian vector-valued random fieldsECCOMAS Thematic Conference on Multibody Dynamics 2013, Jul 2013, Zagreb, Croatia. pp.1
Communication dans un congrès
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Karhunen-Loève based sensitivity analysisInternational Workshop on Uncertainty Quantification in Fluids Simulation (BOQUSE 2013), Dec 2013, Bordeaux, France. pp.1-3
Communication dans un congrès
hal-00940374v1
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Statistical inverse problems for non-Gaussian vector valued random fields with a set of experimental realizationsICOSSAR 2013, 11th International Conference on Structural Safety and Reliability, Columbia University, Jun 2013, New-York, United States. pp.1-7
Communication dans un congrès
hal-00806417v1
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Identification of polynomial chaos representations in high dimensionSIAM Conference on Uncertainty Quantification, Apr 2012, Raleigh, North Carolina, United States. pp.1
Communication dans un congrès
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Modeling the track geometry variability10th World Congress on Computational Mechanics(WCCM), Jul 2012, São Paulo, Brazil. pp.1-11
Communication dans un congrès
hal-00734159v1
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Influence of the track geometry variability on the train behaviorCongress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2012), Vienna University of Technology, Sep 2012, Vienna, Austria. pp.1-2
Communication dans un congrès
hal-00734173v1
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Stochastic modelling of track irregularitiesThirteenth International Conference on Civil, Structural and Environmental Engineering Computing, Sep 2011, Chania, Greece. pp.1-15, ⟨10.4203/ccp.96.14⟩
Communication dans un congrès
hal-00668724v1
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Track irregularities stochastic modellingThirteenth International Conference on Civil, Structural and Environmental Engineering Computing (CC2011), Sep 2011, Chania, Crete, Greece. pp.1-16
Communication dans un congrès
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