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Jens H. Schmid

Researcher at National Research Council

Publications -  101
Citations -  5839

Jens H. Schmid is an academic researcher from National Research Council. The author has contributed to research in topics: Photonics & Metamaterial. The author has an hindex of 24, co-authored 69 publications receiving 4796 citations. Previous affiliations of Jens H. Schmid include University of British Columbia.

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Nonlinear Dimensionality Reduction for Low Data Regimes in Photonics Design

TL;DR: It is discussed how an appropriate architecture for an autoencoder neural network along with a numerically robust initialization, show improved performance compared to linear methods even in low data regimes, which are typical for photonic design problems.