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- W2804266732 abstract "A procedure for uniform sampling in constrained domains is proposed. It is used to generate training data for construction of fast surrogate models of antenna structures with the region of interest defined by a set of reference designs optimized w.r.t. selected figures of interest. To set up the domain, the reference designs are triangulated and the resulting simplexes are extended in orthogonal directions. We demonstrate that the proposed technique provides significantly more uniform sample distribution than rudimentary random sampling, which leads to improved predictive power of the surrogate model. Our considerations are illustrated using a uniplanar dual-band dipole antenna." @default.
- W2804266732 created "2018-06-01" @default.
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- W2804266732 date "2018-03-01" @default.
- W2804266732 modified "2023-10-17" @default.
- W2804266732 title "Uniform sampling procedure for constrained surrogate modeling of antenna structures" @default.
- W2804266732 doi "https://doi.org/10.23919/ropaces.2018.8364211" @default.
- W2804266732 hasPublicationYear "2018" @default.
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