2 papers
cs.CE2026
Uniform Maximum Projection Designs for Computer Experiments
Miroslav Vořechovský, Jan Mašek
Space-filling experimental designs are widely used in engineering computer experiments, where only a limited number of expensive model evaluations can be afforded. Distance-based d…
cs.CE2023
Failure Probability Estimation and Detection of Failure Surfaces via Adaptive Sequential Decomposition of the Design Domain
Aleksei Gerasimov, Miroslav Vořechovský
We propose an algorithm for an optimal adaptive selection of points from the design domain of input random variables that are needed for an accurate estimation of failure probabili…