Dr. Paolo Manfredi Profile

Dr. Paolo Manfredi

at Politecnico di Torino

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Author

Publications (4)

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

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 | 4 March 2019 Presentation + Paper

Performance robustness analysis in machine-assisted design of photonic devices

Daniele Melati, Yuri Grinberg, Abi Waqas, Paolo Manfredi, Mohsen Kamandar Dezfouli, Pavel Cheben, Jens Schmid, Siegfried Janz, Andrea Melloni, Dan-Xia Xu

Proceedings Volume 10922, 1092203 (2019) https://doi.org/10.1117/12.2508602

KEYWORDS: Monte Carlo methods, Stochastic processes, Photonic devices, Waveguides, Machine learning, Optimization (mathematics), Optical design

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Proceedings Article | 23 February 2018 Presentation + Paper

A polynomial-chaos-expansion-based building block approach for stochastic analysis of photonic circuits

Abi Waqas, Daniele Melati, Paolo Manfredi, Flavia Grassi, Andrea Melloni

Proceedings Volume 10526, 1052617 (2018) https://doi.org/10.1117/12.2289058

KEYWORDS: Stochastic processes, Monte Carlo methods, Chaos, Photonic integrated circuits, Device simulation, Statistical analysis, Integrated photonics

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