Surrogate modeling (Meta-modeling) is a commonly used approach for analysis of complex systems' behavior. Time and computing demands of analytical models describing such [...]

Surrogate modeling (Meta-modeling) is an often used tool for analysis of behavior of complex systems which are usually described by computationally demanding models. Surr [...]

This paper presents a new approach for generating a Design of Experiments in constrained and non-regular two-dimensional spaces. The methodology is based on the triangula [...]

A design of experiments creates an essential part in any experimentation, development of metamodels, sensitivity analysis or probability calculations. The creation of the [...]

Space-Filling Design Strategies known as Design of (Computer) Experiments (DoE) create an essential part of a surrogate modeling. One of the space-filling metrics is mini [...]

A meta-model (or a surrogate) is a modern name for what was traditionally called a response surface. Our contribution presents an adaptive updating procedure to improve t [...]

Space-Filling Design Strategies create an essential part of a surrogate modeling. Two main objectives are usually placed on the resulting designs - orthogonality and spac [...]