2 citations · 2 across the 2 of their papers we have counts for
3 papers
Kriging measure-valued data with sparse observations: application to nuclear safety studies
Florian Gossard, François Bachoc, Jean Baccou +3
This work addresses the interpolation of probability measures within a spatial statistics framework. We develop a Kriging approach in the Wasserstein space, leveraging the quantile…
A probabilistic model for fast-to-evaluate 2D crack path prediction in heterogeneous materials
Kathleen Pele, Jean Baccou, Loïc Daridon +4
This paper is devoted to the construction of a new fast-to-evaluate model for the prediction of 2D crack paths in concrete-like microstructures. The model generates piecewise linea…
Numerical Sensitivity and Efficiency in the Treatment of Epistemic and Aleatory Uncertainty
Eric Chojnacki, Jean Baccou, Sébastien Destercke
The treatment of both aleatory and epistemic uncertainty by recent methods often requires an high computational effort. In this abstract, we propose a numerical sampling method all…