Search Results for author: Francesco Ferranti

Found 1 papers, 0 papers with code

Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks

no code implementations21 Jan 2024 Liang Cheng, Prashant Singh, Francesco Ferranti

An inverse modeling approach avoids the need for coupling a forward model with an optimizer and directly performs the prediction of the optimal design parameters values.

Dimensionality Reduction Transfer Learning

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