Dr. Muhammad Al-Digeil Profile

Dr. Muhammad Al-Digeil

at National Research Council Canada

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Author

Publications (5)

Proceedings Article | 17 March 2023 Presentation

Subwavelength metamaterial devices with optimization and machine learning

Daniele Melati, Zindine Mokeddem, Paula Nuño-Ruano, Eric Cassan, Delphine Marris-Morini, Laurent Vivien, Carlos Alonso-Ramos, Yuri Grinberg, Muhammad Al-Digeil, Dan-Xia Xu, Maziyar Milanizadeh, Jianhao Zhang, Jens Schmid, Pavel Cheben, Shahrzad Khajavi, Winnie Ye, Abi Waqas, Paolo Manfredi

Proceedings Volume PC12425, PC1242509 (2023) https://doi.org/10.1117/12.2649953

KEYWORDS: Metamaterials, Machine learning, Control systems, Waveguides, Tolerancing, Silicon photonics, Silicon, Photonics systems, Photonics, Photonic devices

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Proceedings Article | 5 March 2022 Presentation

Iterative and efficient Bloch mode calculations for integrated photonics applications

Mohsen Kamandar Dezfouli, Daniele Melati, Yuri Grinberg, Muhammad Al-Digeil, Ross Cheriton, Pavel Cheben, Jens Schmid, Siegfried Janz, Dan-Xia Xu

Proceedings Volume PC12004, PC120040F (2022) https://doi.org/10.1117/12.2610477

KEYWORDS: Integrated photonics, Geometrical optics, Signal processing, Reliability, Photonics, Optimization (mathematics), Optical properties, Nanophotonics, Iterative methods, Analytical research

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Proceedings Article | 5 March 2022 Presentation

Dimensionality reduction and optimization for the inverse design of photonic integrated devices

Daniele Melati, Mohsen Kamandar Dezfouli, Yuri Grinberg, Muhammad Al-Digeil, Dan-Xia Xu, Jens Schmid, Pavel Cheben, Abi Waqas, Paolo Manfredi, Shahrzad Khajavi, Winnie Ye, Paula Nuño-Ruano, Jianhao Zhang, Eric Cassan, Delphine Marris-Morini, Laurent Vivien, Carlos Alonso-Ramos

Proceedings Volume PC12005, PC120050D (2022) https://doi.org/10.1117/12.2617543

KEYWORDS: Photonic devices, Metamaterials, Machine learning

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Proceedings Article | 9 October 2021 Presentation + Paper

Dimensionality reduction in designing advanced silicon photonic components

Yuri Grinberg, Muhammad Al-Digeil, Daniele Melati, Mohsen Kamandar Dezfouli, Jens Schmid, Pavel Cheben, Siegfried Janz, Dan-Xia Xu

Proceedings Volume 11903, 119030H (2021) https://doi.org/10.1117/12.2603513

KEYWORDS: Principal component analysis, Optical design, Neural networks, Silicon photonics, Machine learning, Visualization, Optical simulations, Nanophotonics

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Proceedings Article | 5 March 2021 Presentation

Machine-learning dimensionality reduction for multi-objective design of photonic devices

Daniele Melati, Mohsen Kamandar Dezfouli, Yuri Grinberg, Muhammad Al-Digeil, Siegfried Janz, Ross Cheriton, Jens Schmid, Pavel Cheben, Dan-Xia Xu

Proceedings Volume 11689, 116890H (2021) https://doi.org/10.1117/12.2586717

KEYWORDS: Photonic devices, Machine learning, Metamaterials, Tolerancing, Structural design, Modeling

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