4 citations · 6 across the 4 of their papers we have counts for
4 papers
Adaptive importance sampling based on fault tree analysis for piecewise deterministic Markov process
Guillaume Chennetier, Hassane Chraibi, Anne Dutfoy +1
Piecewise deterministic Markov processes (PDMPs) can be used to model complex dynamical industrial systems. The counterpart of this modeling capability is their simulation cost, wh…
Application of the interacting particle system method to piecewise deterministic Markov processes used in reliability
H. Chraibi, A. Dutfoy, T. Galtier +1
Variance reduction methods are often needed for the reliability assessment of complex industrial systems, we focus on one variance reduction method in a given context, that is the…
Optimal input potential functions in the interacting particle system method
H. Chraibi, A. Dutfoy, T. Galtier +1
The assessment of the probability of a rare event with a naive Monte-Carlo method is computationally intensive, so faster estimation or variance reduction methods are needed. We fo…
A Pragmatic Approach for Measuring Maintainability of DPRA Models
Irina Rychkova, Fabrice Boissier, Hassane Chraibi +1
Dynamic Probabilistic Risk Assessment (DPRA) is a powerful concept that is used to evaluate design and safety of complex industrial systems. A DPRA model uses a conceptual system r…