According to our database1, Christian Soize
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Data-driven kernel representations for sampling with an unknown block dependence structure under correlation constraints.
Computational Statistics & Data Analysis, 2018
Polynomial chaos representation of databases on manifolds.
J. Comput. Physics, 2017
Nested polynomial trends for the improvement of Gaussian process-based predictors.
J. Comput. Physics, 2017
Data-driven probability concentration and sampling on manifold.
J. Comput. Physics, 2016
Jitter generation in voice signals produced by a two-mass stochastic mechanical model.
Biomed. Signal Proc. and Control, 2016
Comp.-Aided Civil and Infrastruct. Engineering, 2015
Itô SDE-based Generator for a Class of Non-Gaussian Vector-valued Random Fields in Uncertainty Quantification.
SIAM J. Scientific Computing, 2014
Comp.-Aided Civil and Infrastruct. Engineering, 2014
Stochastic Model and Generator for Random Fields with Symmetry Properties: Application to the Mesoscopic Modeling of Elastic Random Media.
Multiscale Modeling & Simulation, 2013
Karhunen-Loève expansion revisited for vector-valued random fields: Scaling, errors and optimal basis.
J. Comput. Physics, 2013
Computational Nonlinear Thermomechanical Model of Large Light Partition Walls Based on Experimental Analysis and Probabilistic Models.
Comp.-Aided Civil and Infrastruct. Engineering, 2013
Ultrasound Wave Propagation in a Stochastic Cortical Bone Plate.
Proceedings of the Knowledge and Systems Engineering, 2013
Identification of Polynomial Chaos Representations in High Dimension from a Set of Realizations.
SIAM J. Scientific Computing, 2012
Time-domain formulation in computational dynamics for linear viscoelastic media with model uncertainties and stochastic excitation.
Computers & Mathematics with Applications, 2012
Special Issue on Computational Intelligence in Structural Engineering and Mechanics.
Comp.-Aided Civil and Infrastruct. Engineering, 2012
Computational Aspects for Constructing Realizations of Polynomial Chaos in High Dimension.
SIAM J. Scientific Computing, 2010
Identification of Bayesian posteriors for coefficients of chaos expansions.
J. Comput. Physics, 2010
Information Theory for Generation of Accelerograms Associated with Shock Response Spectra.
Comp.-Aided Civil and Infrastruct. Engineering, 2010
Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure.
SIAM J. Scientific Computing, 2004
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