45 citations · 86 across the 5 of their papers we have counts for
5 papers
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…
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…
Active Learning-based Domain Adaptive Localized Polynomial Chaos Expansion
Lukáš Novák, Michael D. Shields, Václav Sadílek +1
The paper presents a novel methodology to build surrogate models of complicated functions by an active learning-based sequential decomposition of the input random space and constru…
Reliability analysis of discrete-state performance functions via adaptive sequential sampling with detection of failure surfaces
Miroslav Vořechovský
The paper presents a new efficient and robust method for rare event probability estimation for computational models of an engineering product or a process returning categorical inf…
Fracture in random quasibrittle media: I. Discrete mesoscale simulations of load capacity and fracture process zone
Jan Eliáš, Miroslav Vořechovský
Numerical simulations of concrete fracture performed with a probabilistic mesoscale discrete model are presented. The model represents a substantial part of material randomness by…