DOI10.1137/100787830zbMath1225.60118OpenAlexW2033441816MaRDI QIDQ3006141
Christophe Desceliers, Christian Soize
Publication date: 10 June 2011
Published in: SIAM Journal on Scientific Computing (Search for Journal in Brave)
Full work available at URL: https://hal-upec-upem.archives-ouvertes.fr/hal-00684323/file/publi-2010-SIAM-JSC-32_5_2820-2831-soize-desceliers-preprint.pdf
Probabilistic learning inference of boundary value problem with uncertainties based on Kullback-Leibler divergence under implicit constraints,
Polynomial chaos representation of databases on manifolds,
Measure transformation and efficient quadrature in reduced-dimensional stochastic modeling of coupled problems,
Uncertainty quantification in computational linear structural dynamics for viscoelastic composite structures,
Tensor- and spinor-valued random fields with applications to continuum physics and cosmology,
Updating an uncertain and expensive computational model in structural dynamics based on one single target FRF using a probabilistic learning tool,
Probabilistic-learning-based stochastic surrogate model from small incomplete datasets for nonlinear dynamical systems,
Polynomial-chaos-based conditional statistics for probabilistic learning with heterogeneous data applied to atomic collisions of helium on graphite substrate,
Convergence acceleration of polynomial chaos solutions via sequence transformation,
Uncertainty quantification in computational stochastic multiscale analysis of nonlinear elastic materials,
Compressed Principal Component Analysis of Non-Gaussian Vectors,
A computational inverse method for identification of non-Gaussian random fields using the Bayesian approach in very high dimension,
Stochastic data assimilation of the random shallow water model loads with uncertain experimental measurements,
Functional approximation and projection of stored energy functions in computational homogenization of hyperelastic materials: a probabilistic perspective
