Christian Soize
Orcid: 0000-0002-1083-6771
According to our database1,
Christian Soize
authored at least 38 papers
between 1994 and 2024.
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Bibliography
2024
Polynomial-chaos-based conditional statistics for probabilistic learning with heterogeneous data applied to atomic collisions of Helium on graphite substrate.
J. Comput. Phys., January, 2024
2023
Probabilistic learning constrained by realizations using a weak formulation of Fourier transform of probability measures.
Comput. Stat., December, 2023
2022
Probabilistic learning inference of boundary value problem with uncertainties based on Kullback-Leibler divergence under implicit constraints.
CoRR, 2022
2021
Computational modeling of the nonlinear stochastic dynamics of horizontal drillstrings.
CoRR, 2021
A stochastic model of voice generation and the corresponding solution for the inverse problem using Artificial Neural Network for case with pathology in the vocal folds.
Biomed. Signal Process. Control., 2021
2020
Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset.
Stat. Comput., 2020
SIAM/ASA J. Uncertain. Quantification, 2020
Adaptive method for indirect identification of the statistical properties of random fields in a Bayesian framework.
Comput. Stat., 2020
Probabilistic learning on manifolds constrained by nonlinear partial differential equations for small datasets.
CoRR, 2020
2019
J. Comput. Phys., 2019
Design optimization of a scramjet under uncertainty using probabilistic learning on manifolds.
J. Comput. Phys., 2019
Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset.
CoRR, 2019
Commun. Nonlinear Sci. Numer. Simul., 2019
2018
Data-driven kernel representations for sampling with an unknown block dependence structure under correlation constraints.
Comput. Stat. Data Anal., 2018
2017
Optimal Partition in Terms of Independent Random Vectors of Any Non-Gaussian Vector Defined by a Set of Realizations.
SIAM/ASA J. Uncertain. Quantification, 2017
J. Comput. Phys., 2017
2016
J. Comput. Phys., 2016
Jitter generation in voice signals produced by a two-mass stochastic mechanical model.
Biomed. Signal Process. Control., 2016
2015
SIAM/ASA J. Uncertain. Quantification, 2015
Robust design optimization with an uncertain model of a nonlinear vibro-impact electro-mechanical system.
Commun. Nonlinear Sci. Numer. Simul., 2015
2014
Itô SDE-based Generator for a Class of Non-Gaussian Vector-valued Random Fields in Uncertainty Quantification.
SIAM J. Sci. Comput., 2014
A Posteriori Error and Optimal Reduced Basis for Stochastic Processes Defined by a Finite Set of Realizations.
SIAM/ASA J. Uncertain. Quantification, 2014
2013
Stochastic Model and Generator for Random Fields with Symmetry Properties: Application to the Mesoscopic Modeling of Elastic Random Media.
Multiscale Model. Simul., 2013
Calculation of Lagrange Multipliers in the Construction of Maximum Entropy Distributions in High Stochastic Dimension.
SIAM/ASA J. Uncertain. Quantification, 2013
SIAM/ASA J. Uncertain. Quantification, 2013
Karhunen-Loève expansion revisited for vector-valued random fields: Scaling, errors and optimal basis.
J. Comput. Phys., 2013
Computational Nonlinear Thermomechanical Model of Large Light Partition Walls Based on Experimental Analysis and Probabilistic Models.
Comput. Aided Civ. Infrastructure Eng., 2013
Proceedings of the Knowledge and Systems Engineering, 2013
2012
Identification of Polynomial Chaos Representations in High Dimension from a Set of Realizations.
SIAM J. Sci. Comput., 2012
Time-domain formulation in computational dynamics for linear viscoelastic media with model uncertainties and stochastic excitation.
Comput. Math. Appl., 2012
Comput. Aided Civ. Infrastructure Eng., 2012
2010
Computational Aspects for Constructing Realizations of Polynomial Chaos in High Dimension.
SIAM J. Sci. Comput., 2010
J. Comput. Phys., 2010
Information Theory for Generation of Accelerograms Associated with Shock Response Spectra.
Comput. Aided Civ. Infrastructure Eng., 2010
2004
Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure.
SIAM J. Sci. Comput., 2004
1994
The Fokker-Planck Equation for Stochastic Dynamical Systems and Its Explicit Steady State Solutions
Series on Advances in Mathematics for Applied Sciences 17, World Scientific, ISBN: 978-981-4502-02-3, 1994