Sökning: "free-form inverse design"

Hittade 1 avhandling innehållade orden free-form inverse design.

1. 1. Machine learning for the free-form inverse design of metamaterials

   Författare :Timo Gahlmann; Chalmers tekniska högskola; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; NATURVETENSKAP; NATURAL SCIENCES; CGAN; machine learning; free-form inverse design; Metasurface;

   Sammanfattning : We present our work on using deep neural networks for the prediction of the optical properties of nanophotonic structures and for the inverse design of such nanostructures. First we show that neural networks can indeed be used to predict the optical properties of nanostructured materials such as metasurfaces. LÄS MER