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• Low-cost data-driven modelling of microwave components using domain confinement and PCA-based dimensionality reduction

  Publikacja

  • S. Kozieł
  • A. Pietrenko-Dąbrowska

  - IET Microwaves Antennas & Propagation - Rok 2020

  Fast data-driven surrogate models can be employed as replacements of computationally demanding full-wave electromagnetic simulations to facilitate the microwave design procedures. Unfortunately, practical application of surrogate modelling is often hindered by the curse of dimensionality and/or considerable nonlinearity of the component characteristics. This paper proposes a simple yet reliable approach to cost-efficient modelling...

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