Christian Soize

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Evangéline Capiez-LernoutMaître de Conférences HDR , Université Gustave EiffelVerified email at univ-eiffel.fr
Christophe DESCELIERSProfessor in Mechanics, Université Gustave EiffelVerified email at univ-eiffel.fr
Roger GhanemProfessor Civil Engineering, University of Southern CaliforniaVerified email at usc.edu
Johann GuilleminotPaul Ruffin Scarborough Associate Professor of Engineering, Duke UniversityVerified email at duke.edu
Thiago G RittoUFRJVerified email at mecanica.ufrj.br
Guillaume HaiatCNRSVerified email at univ-paris-est.fr
Edson CataldoVerified email at id.uff.br
Didier ClouteauCentraleSupélec, Université Paris-SaclayVerified email at centralesupelec.fr
Charbel FarhatVivian Church Hoff Professor in the School of Engineering, Stanford UniversityVerified email at stanford.edu
Julien YVONNETGustave Eiffel UniversityVerified email at univ-eiffel.fr
Olivier EzvanMaître de conférences Université Paris-Est Marne-la-ValléeVerified email at ezvan.fr
Tien-Thinh LeFaculty of Mechanical Engineering and Mechatronics, Phenikaa University, Hanoi, VietnamVerified email at phenikaa-uni.edu.vn
Quentin AkkaouiPhD student, Université Paris-est Marne-la-Vallée, Laboratoire MSME UMR 8208 CNRSVerified email at u-pem.fr
Christophe BINETRUYProf., PhD, Ecole Centrale de Nantes - Institute of Civil Engineering and Mechanics (GeM), FranceVerified email at ec-nantes.fr
Americo CunhaAssociate Professor, Rio de Janeiro State UniversityVerified email at ime.uerj.br
Maarten ArnstAssociate Professor of Aerospace and Mechanical Engineering, University of LiegeVerified email at uliege.be
Béatrice FaverjonINSA LyonVerified email at insa-lyon.fr
Igor PoloskovPerm State UniversityVerified email at psu.ru
Rémi CAPILLONPhD in Computational Mechanics, Université Paris-EstVerified email at univ-paris-est.fr
Philip AveryResearch Engineer, Stanford UniversityVerified email at stanford.edu

Christian Soize

Université Gustave Eiffel

Verified email at univ-eiffel.fr - Homepage

Uncertainty Quantification Machine Learning Probabilistic Learning Computational Science


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Physical systems with random uncertainties: chaos representations with arbitrary probability measure C Soize, R Ghanem SIAM Journal on Scientific Computing 26 (2), 395-410, 2004	745	2004
A nonparametric model of random uncertainties for reduced matrix models in structural dynamics C Soize Probabilistic engineering mechanics 15 (3), 277-294, 2000	733	2000
Structural acoustics and vibration: Mechanical models, variational formulations and discretization R Ohayon, C Soize Elsevier, 1997	540	1997
Maximum entropy approach for modeling random uncertainties in transient elastodynamics C Soize The Journal of the Acoustical Society of America 109 (5), 1979-1996, 2001	461	2001
Random matrix theory for modeling uncertainties in computational mechanics C Soize Computer methods in applied mechanics and engineering 194 (12-16), 1333-1366, 2005	391	2005
The Fokker-Planck equation for stochastic dynamical systems and its explicit steady state solutions C Soize World Scientific, 1994	357	1994
A comprehensive overview of a non-parametric probabilistic approach of model uncertainties for predictive models in structural dynamics C Soize Journal of sound and vibration 288 (3), 623-652, 2005	341	2005
Uncertainty quantification C Soize Springer International Publishing AG, 2017	287	2017
Non-linear dynamics of a drill-string with uncertain model of the bit–rock interaction TG Ritto, C Soize, R Sampaio International Journal of Non-Linear Mechanics 44 (8), 865-876, 2009	251	2009
Non-Gaussian positive-definite matrix-valued random fields for elliptic stochastic partial differential operators C Soize Computer methods in applied mechanics and engineering 195 (1-3), 26-64, 2006	246	2006
A model and numerical method in the medium frequency range for vibroacoustic predictions using the theory of structural fuzzy C Soize The Journal of the Acoustical Society of America 94 (2), 849-865, 1993	238	1993
Mathematics of random phenomena: random vibrations of mechanical structures P Krée, C Soize Springer Science & Business Media, 2012	221	2012
Stochastic reduced order models for uncertain geometrically nonlinear dynamical systems MP Mignolet, C Soize Computer Methods in Applied Mechanics and Engineering 197 (45-48), 3951-3963, 2008	212	2008
Maximum likelihood estimation of stochastic chaos representations from experimental data C Desceliers, R Ghanem, C Soize International Journal for Numerical Methods in Engineering 66 (6), 978-1001, 2006	211	2006
Stochastic modeling of uncertainties in computational structural dynamics—recent theoretical advances C Soize Journal of sound and vibration 332 (10), 2379-2395, 2013	204	2013
Structural-acoustic modeling of automotive vehicles in presence of uncertainties and experimental identification and validation JF Durand, C Soize, L Gagliardini The Journal of the Acoustical Society of America 124 (3), 1513-1525, 2008	175	2008
Non-Gaussian simulation using Hermite polynomial expansion: convergences and algorithms B Puig, F Poirion, C Soize Probabilistic Engineering Mechanics 17 (3), 253-264, 2002	172	2002
Stochastic models of uncertainties in computational mechanics C Soize American Society of Civil Engineers, 2012	153	2012
Random matrix theory and non-parametric model of random uncertainties in vibration analysis C Soize Journal of sound and vibration 263 (4), 893-916, 2003	152	2003
Construction of probability distributions in high dimension using the maximum entropy principle: Applications to stochastic processes, random fields and random matrices C Soize International Journal for Numerical Methods in Engineering 76 (10), 1583-1611, 2008	149	2008

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