110 citations · 238 across the 9 of their papers we have counts for
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math.PR2021★ 1 cited
Stochastic elliptic operators defined by non-gaussian random fields with uncertain spectrum
Christian Soize
This paper present a construction and the analysis of a class of non-Gaussian positive-definite matrix-valued homogeneous random fields with uncertain spectral measure for stochast…
cs.CE2021★ 45 cited
Computational modeling of the nonlinear stochastic dynamics of horizontal drillstrings
Americo Cunha, Christian Soize, Rubens Sampaio
This work intends to analyze the nonlinear stochastic dynamics of drillstrings in horizontal configuration. For this purpose, it considers a beam theory, with effects of rotatory i…
stat.ME2021
Probabilistic Learning on Manifolds (PLoM) with Partition
Christian Soize, Roger Ghanem
The probabilistic learning on manifolds (PLoM) introduced in 2016 has solved difficult supervised problems for the ``small data'' limit where the number N of points in the training…