| Téléchargement | - Voir la version finale : Fabrication aware design of sensitive silicon photonics devices (PDF, 678 Kio)
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| DOI | Trouver le DOI : https://doi.org/10.1117/12.2692673 |
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| Auteur | Rechercher : Liboiron-Ladouceur, Odile; Rechercher : Gostimirovic, DusanIdentifiant ORCID : https://orcid.org/0000-0001-9323-4452; Rechercher : Xu, Dan-Xia1Identifiant ORCID : https://orcid.org/0000-0002-0490-5224; Rechercher : Grinberg, Yuri2Identifiant ORCID : https://orcid.org/0000-0003-3349-1590; Rechercher : Xun, Chenxin; Rechercher : Darby, James; Rechercher : Zhao, Bokun |
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| Éditeur | Rechercher : He, Sailing; Rechercher : Vivien, Laurent |
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| Affiliation | - Conseil national de recherches Canada. Technologies numériques
- Conseil national de recherches Canada. Quantique et nanotechnologies
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| Format | Texte, Article |
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| Conférence | Smart Photonic and Optoelectronic Integrated Circuits 2024, January 29 - February 1, 2024, San Francisco, California, United States |
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| Sujet | silicon photonics; nanophotonics; advanced nanomanufacturing; topological optimization; AI/ML applications in predictive analytics |
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| Résumé | Since the turn of the century, Silicon Photonics (SiPh) has advanced data communication and computing via diverse integrated optical functions and multiplexing strategies. However, conventional design methodologies limit scalability, and inverse designs lead to features sensitive to fabrication process variations. This talk explores the harnessing of machine learning (ML) to predict and rectify these deviations in the design phase. This technique enhances design fidelity and device performance, while facilitating smaller design features, bypassing constraints of traditional methods. Highlighting PreFab, an innovative ML technology, applicable to both conventional and inverse designs, it predicts and corrects fabrication deviations, enabling refined design processes. |
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| Date de publication | 2024-03-08 |
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| Maison d’édition | Society of Photo-Optical Instrumentation Engineers (SPIE) |
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| Licence | - Copyright 2024 Society of Photo‑Optical Instrumentation Engineers (SPIE). One print or electronic copy may be made for personal use only. Systematic reproduction and distribution, duplication of any material in this publication for a fee or for commercial purposes, and modification of the contents of the publication are prohibited.
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| Langue | anglais |
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| Publications évaluées par des pairs | Oui |
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| Exporter la notice | Exporter en format RIS |
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| Signaler une correction | Signaler une correction (s'ouvre dans un nouvel onglet) |
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| Identificateur de l’enregistrement | 2ab10d65-c2ec-4c34-9235-0784c9d2565b |
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| Enregistrement créé | 2025-01-07 |
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| Enregistrement modifié | 2025-01-08 |
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