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Conferences > CLEO_Europe > 2021 > jsiv_p > jsiv_p_1
  • 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference
  • OSA Technical Digest (Optica Publishing Group, 2021),
  • paper jsiv_p_1

Deep Learning based Inverse Design of Integrated Silicon Nanophotonic Gratings

Hussaina Ali Akbar, Anusha Rehman, Zeeshan Karim, Ahmad Usman, and Syed Hasan Asim

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Abstract

We demonstrated deep learning based inverse design of integrated silicon nanophotonic grating. Predicted geometries by the inverse design algorithm resulted in mean-square-error of the order of 10-4 while comparison of simulated and predicted transmission response.

© 2021 IEEE

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