| DOI | Resolve DOI: https://doi.org/10.1109/PN58661.2023.10222959 |
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| Author | Search for: Israel, N. S.; Search for: Blankespoor, D.; Search for: Xu, D.-X.1; Search for: Grinberg, Y.2; Search for: Ramunno, L. |
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| Affiliation | - National Research Council of Canada. Advanced Electronics and Photonics
- National Research Council of Canada. Digital Technologies
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| Format | Text, Article |
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| Conference | 2023 Photonics North (PN), June 12-15, 2023, Montréal, Québec, Canada |
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| Abstract | Accurate design of complex grating structures using 3D simulations is computationally intensive. Our ultimate goal is to create a 2D effective index model of a 3D subwavelength waveguide structure to carry out inverse design of the device with accuracies comparable to 3D simulations. Here we present a deep neural network surrogate model to predict the optical response of the 2D effective structure as a first step. |
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| Publication date | 2023-08-24 |
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| Publisher | IEEE |
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| In | |
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| Language | English |
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| Peer reviewed | Yes |
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| Export citation | Export as RIS |
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| Report a correction | Report a correction (opens in a new tab) |
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| Record identifier | 8b1ea5f2-8484-4096-ac70-6b3cdac5e9be |
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| Record created | 2023-09-27 |
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| Record modified | 2023-09-28 |
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