Generative design of linear passive electronic systems Ghent University
Recently, generative models have become immensely popular in the machine learning community
as well as in other engineering disciplines.
Generative models are significantly more general than traditional discriminative models (e.g.,
polynomial chaos, neural networks, etc.) as they learn an approximation of the complete
distribution underlying a collection of designs or topologies, hence they can produce completely