Inverse Design of Multilayer Thin film by Deep Neural Network

Kumar, P and Mihret, F and Mishra, A and Shivaleela, ES and Srinivas, T (2022) Inverse Design of Multilayer Thin film by Deep Neural Network. In: 2022 International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD 2022, 12 - 16 September 2022, Turin, pp. 129-130.

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Abstract

Inverse Design of TiO2 - SiO2 based multilayer thin film for normal incidence of TM polarized light in visible region by Deep Neural Network is reported. The simulated and the target transmission spectra are closely following.

Item Type:	Conference Paper
Publication:	Proceedings of the International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD
Publisher:	IEEE Computer Society
Additional Information:	The copyright for this article belongs to IEEE Computer Society.
Keywords:	Film preparation; Optical multilayers; Silica; Titanium dioxide, Inverse designs; Multi-layer thin film; Normal incidence; TiO2/SiO2; Transmission spectrums; Visible region, Deep neural networks
Department/Centre:	Division of Electrical Sciences > Electrical Communication Engineering
Date Deposited:	28 Oct 2022 05:22
Last Modified:	28 Oct 2022 05:22
URI:	https://eprints.iisc.ac.in/id/eprint/77689

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