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Christian Soize

Professor Emeritus, Université Gustave Eiffel, MSME UMR 8208
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15
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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.

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Compétences

Publications

885597

Novel stochastic model for producing voice based on the unification of existing deterministic models and represented by a neural network

Edson Cataldo , Christian Soize , L. Monteiro
The 14th World Congress of Computational Mechanics (WCCM 2020) and ECCOMAS Congress 2020, Jan 2021, Paris, France
Communication dans un congrès hal-03137914v1

Identification of a stochastic process modeling the stiffness of the vocal folds for a voice production model represented by a neural network

Edson Cataldo , Christian Soize , R. L. Silva , J. M. Silva
XI International Conference on Structural Dynamics, EURODYN 2020, Nov 2020, Athens, France. pp.3403-3412, ⟨10.47964/1120.9279.18394⟩
Communication dans un congrès hal-03137885v1

Modeling and identification of a stochastic model of vocal folds for producing voice signals with pathological characteristics

Edson Cataldo , Christian Soize , J. Barrientos
The 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-01876250v1
Image document

A stochastic mechanical model to generate jitter in the production of voiced sounds

Edson Cataldo , Christian Soize
UNCECOMP 2015, 1st ECCOMAS Thematic International Conference on Uncertainty Quantification in Computational Sciences and Engineering, May 2015, The Island of Crete, Greece. pp.1-14
Communication dans un congrès hal-01158279v1
Image document

Updating the probabilistic density function related to an uncertain parameter of a model for producing voice, using Bayesian approach

E. Cataldo , Christian Soize , R. Sampaio
Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2012), Vienna University of Technology, Sep 2012, Vienna, Austria. pp.1769-1780
Communication dans un congrès hal-00734169v1
Image document

A computational method for updating a probabilistic model of an uncertain parameter in a voice production model

E. Cataldo , Christian Soize , R. Sampaio
1st International Symposium on Uncertainty Quantification and Stochastic Modeling (Uncertainties 2012), Feb 2012, Maresias, SP, Brazil. pp.1-8
Communication dans un congrès hal-00698731v1

Using Bayesian method for updating the probability density function related to the tension parameter in a voice production model

E. Cataldo , Christian Soize , R. Sampaio
European Society of Biomechanics (ESB2012), Jul 2012, Lisbon, Portugal. pp.1
Communication dans un congrès hal-00734154v1
Image document

Prior and posterior probabilistic models of uncertainties in a model for producing voice

E. Cataldo , R. Sampaio , Christian Soize
9th World Congress on Computational Mechanics/4th Asian Pacific Congress on Computational Mechanics, Jul 2010, Sydney, Australia. pp.Article Number: 012195, ⟨10.1088/1757-899X/10/1/012195⟩
Communication dans un congrès hal-00684326v1
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Modelling the voice production process using a nonparametric approach

E. Cataldo , R. Sampaio , Christian Soize , J. Lucero
COMPDYN 2009, ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Jun 2009, Rhodes, Greece, Greece. pp.1-12
Communication dans un congrès hal-00692800v1
Image document

Uncertainties in mechanical models of larynx and vocal tract for voice production

E. Cataldo , Christian Soize , Christophe Desceliers , R. Sampaio
XII International Symposium on Dynamics Problems of Mechanics (DINAME 2007), Feb 2007, Ilhabela, SP, Brazil. pp.Pages: 1-10
Communication dans un congrès hal-00689707v1