Design of computer experiments: space filling and beyond
When setting up a computer experiment, it has become a standard practice to select the
inputs spread out uniformly across the available space. These so-called space-filling …
inputs spread out uniformly across the available space. These so-called space-filling …
The digital twin in Industry 4.0: A wide‐angle perspective
RS Kenett, J Bortman - Quality and Reliability Engineering …, 2022 - Wiley Online Library
The move towards advanced manufacturing and Industry 4.0 is fed by increased demand for
speeding up innovation, increasing flexibility, improving maintenance, and becoming more …
speeding up innovation, increasing flexibility, improving maintenance, and becoming more …
Computer experiments: a review
In this paper we provide a broad introduction to the topic of computer experiments. We begin
by briefly presenting a number of applications with different types of output or different goals …
by briefly presenting a number of applications with different types of output or different goals …
Challenges and opportunities in simulations and computer experiments in industrial statistics: an industry 4.0 perspective
RS Kenett, G Vicario - Advanced Theory and Simulations, 2021 - Wiley Online Library
This paper is a review of the growing role of simulations and computer experiments in
industrial statistics, with an emphasis on Industry 4.0 applications. It maps the background …
industrial statistics, with an emphasis on Industry 4.0 applications. It maps the background …
Latin hypercube sampling with inequality constraints
In some studies requiring predictive and CPU-time consuming numerical models, the
sampling design of the model input variables has to be chosen with caution. For this …
sampling design of the model input variables has to be chosen with caution. For this …
Gaussian Processes for history-matching: application to an unconventional gas reservoir
The process of reservoir history-matching is a costly task. Many available history-matching
algorithms either fail to perform such a task or they require a large number of simulation …
algorithms either fail to perform such a task or they require a large number of simulation …
Spatial analysis of groundwater levels using fuzzy logic and geostatistical tools
The spatial variability evaluation of the water table of an aquifer provides useful information
in water resources management plans. Geostatistical methods are often employed to map …
in water resources management plans. Geostatistical methods are often employed to map …
Design and analysis of computer experiments
S Kuhnt, DM Steinberg - AStA Advances in Statistical Analysis, 2010 - Springer
The design and analysis of computer experiments as a relatively young research field is not
only of high importance for many industrial areas but also presents new challenges and …
only of high importance for many industrial areas but also presents new challenges and …
Application of metamodeling to the valuation of large variable annuity portfolios
G Gan - 2015 Winter simulation conference (WSC), 2015 - ieeexplore.ieee.org
Variable annuities are long-term investment vehicles that have grown rapidly in popularity
recently. One major feature of variable annuities is that they contain guarantees. The …
recently. One major feature of variable annuities is that they contain guarantees. The …
Optimization of metamaterials with complex neck shapes for aircraft cabin noise improvement
More frequently, recent low-frequency noise control techniques commonly implemented in
aerospace and ground transportation as well as in building applications are based on …
aerospace and ground transportation as well as in building applications are based on …