Optimization of photonic devices for integrated and free-space optical systems

In this invited talk, we will present our recent work on the design and optimization of photonic devices and metasurfaces for both integrated optical systems and free-space applications. We will discuss how the use of advanced techniques based on optimization and machine learning can help efficiently exploring large design spaces, giving access to complex geometries that offers improved performance but cannot be easily handled with classical design approaches.

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Publication Details

Published
2025-03-19
DOI
https://doi.org/10.1117/12.3044201
Primary Topic
Semiconductor Lasers and Optical Devices
Type
article
Field-Weighted Citation Impact
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article

Optimization of photonic devices for integrated and free-space optical systems

Delphine Marris‐Morini, Sandeep-Yadav Golla, Zindine Mokeddem, Warren Kut King Kan et al.
Semiconductor Lasers and Optical Devices
article

Optimization of photonic devices for integrated and free-space optical systems

Delphine Marris‐Morini, Sandeep-Yadav Golla, Zindine Mokeddem, Warren Kut King Kan, Carlos Alonso‐Ramos, Shahrzad Khajavi, Muhammad Al-Digeil, Daniele Melati, Éric Cassan, Winnie Ye, Dan‐Xia Xu, Laurent Vivien, Xiaochen Xin, Jens H. Schmid, Yuri Grinberg, Jian Cao, Pavel Cheben, Sarra Salhi, Gervasio D'Anzieri
article en

Abstract

In this invited talk, we will present our recent work on the design and optimization of photonic devices and metasurfaces for both integrated optical systems and free-space applications. We will discuss how the use of advanced techniques based on optimization and machine learning can help efficiently exploring large design spaces, giving access to complex geometries that offers improved performance but cannot be easily handled with classical design approaches.

Centre National de la Recherche Scientifique (FR), Université Paris-Saclay (FR), Centre de Nanosciences et de Nanotechnologies (FR), National Research Council Canada (CA), Carleton University (CA)
Affordable and clean energy
Openalex Percentile: Top 96%
Semiconductor Lasers and Optical Devices
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