Dr. Francesco Da Ros Profile

Dr. Francesco Da Ros

Associate Professor at Technical University of Denmark

SPIE Involvement:

Conference Program Committee | Author

Area of Expertise:

Nonlinear Optics , Fiber Optics Parametric Amplification , Spatial Mode Multiplexing , Fiber Optic Communications , Phase Sensitive Amplification

Websites:

Company Website

Proceedings Article | 18 June 2024 Presentation + Paper

Performance tradeoffs of general-purpose digital hardware and application-specific analog hardware

Carlos Natalino, Dan Li, Oskars Ozolins, Xiaodan Pang, Francesco Da Ros

Proceedings Volume 13017, 130170T (2024) https://doi.org/10.1117/12.3017572

KEYWORDS: Analog electronics, Photonics, Digital electronics, Graphics processing units, Energy efficiency, Machine learning

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Proceedings Article | 18 June 2024 Poster + Paper

Physics-informed machine learning for programmable photonic circuits

Isidora Teofilovic, Darko Zibar, Francesco Da Ros

Proceedings Volume 13017, 1301711 (2024) https://doi.org/10.1117/12.3017656

KEYWORDS: Data modeling, Physics, Photonic integrated circuits, Machine learning, Analytic models, Integrated photonics

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Proceedings Article | 18 June 2024 Presentation + Paper

Memory capacity analysis of time-delay reservoir computing based on silicon microring resonator nonlinearities

Bernard Giron Castro, Christophe Peucheret, Francesco Da Ros

Proceedings Volume 13017, 130170R (2024) https://doi.org/10.1117/12.3016750

KEYWORDS: Picosecond phenomena, Reservoir computing, Silicon, Complex systems, Waveguides, Nonlinear optics, Microrings, Microresonators, Resonators

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Proceedings Article | 18 June 2024 Presentation

Machine learning techniques for inverse system design and control of photonic systems

Darko Zibar, Francesco Da Ros

Proceedings Volume PC13017, PC1301701 (2024) https://doi.org/10.1117/12.3017112

KEYWORDS: Machine learning, Control systems, Photonics systems, Design and modelling, Control systems design, Frequency combs, Telecommunications, Raman amplifiers, Optical circuits, Neural networks

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Proceedings Article | 10 June 2024 Presentation + Paper

Towards on-chip demonstration of a high-dimensional quantum random number generator

Maddalena Genzini, Caterina Vigliar, Mujtaba Zahidy, Yunhong Ding, Siyan Zhou, Davide Bacco, Francesco Da Ros

Proceedings Volume 12993, 1299305 (2024) https://doi.org/10.1117/12.3017383

KEYWORDS: Quantum measurement, Quantum systems, Waveguides, Quantum numbers, Quantum random number generation, Quantum mechanics, Tunable filters, Silicon, Single photon detectors, Silicon photonics

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Proceedings Article | 11 March 2024 Presentation + Paper

Optimization of 3x3 neuromorphic photonic network for programmable Boolean operations

Andrea Marchisio, Ali Cem, Yunhong Ding, Vittorio Curri, Andrea Carena, Francesco Da Ros, Paolo Bardella

Proceedings Volume 12880, 128800G (2024) https://doi.org/10.1117/12.3002953

KEYWORDS: Photonic integrated circuits, Crosstalk, Waveguides, Optical circuits, Thermal modeling, Silicon, Refractive index, Integrated optics, Finite-difference time-domain method, Fabrication

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Proceedings Article | 28 September 2023 Presentation + Paper

Machine learning meets photonics

Francesco Da Ros, Metodi Yankov, Darko Zibar

Proceedings Volume 12655, 126550C (2023) https://doi.org/10.1117/12.2676656

KEYWORDS: Machine learning, Data modeling, Photonics, Education and training, Modeling, Systems modeling, Telecommunications, Optical amplifiers, Optical communications, Mathematical optimization

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Proceedings Article | 5 March 2021 Presentation + Paper

Machine-learning-based equalization for short-reach transmission: neural networks and reservoir computing

F. Da Ros, S. Ranzini, R. Dischler, A. Cem, V. Aref, H. Bülow, D. Zibar

Proceedings Volume 11712, 1171205 (2021) https://doi.org/10.1117/12.2583011

KEYWORDS: Neural networks, Signal detection, Data centers, Signal processing, Receivers, Optoelectronics, Numerical analysis, Data communications, Computer architecture

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Proceedings Article | 20 February 2017 Presentation + Paper

Supercontinuum comb sources for broadband communications based on AlGaAs-on-insulator

Hao Hu, Minhao Pu, Francesco Da Ros, Michael Galili, Kresten Yvind, Toshio Morioka, Leif Oxenløwe

Proceedings Volume 10088, 100880C (2017) https://doi.org/10.1117/12.2256032

KEYWORDS: Frequency combs, Fiber lasers, Photon polarization, Laser scattering, Broadband telecommunications, Optical communications, Complex systems, Laser systems engineering, Laser energy, Transmittance, Photonics, Mode locking, Wavelength division multiplexing, Modulation, Nonlinear optics, Waveguides, Pulsed laser operation, Transmitters

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Proceedings Article | 13 February 2016 Paper

On-chip mode division multiplexing technologies

Yunhong Ding, Louise Frellsen, Xiaowei Guan, Jing Xu, Francesco Da Ros, Haiyan Ou, Christophe Peucheret, Lars Frandsen, Leif Katsuo Oxenløwe, Kresten Yvind

Proceedings Volume 9774, 977407 (2016) https://doi.org/10.1117/12.2211596

KEYWORDS: Multiplexing, Wavelength division multiplexing, Silicon, Photonic integrated circuits, Optical networks, Silicon photonics, Optical filters, Space division multiplexing, Optical communications, Waveguides, Multiplexers, Polarization, Photonic crystals, Beam splitters

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Showing 5 of 10 publications

Conference Committee Involvement (1)

Machine Learning in Photonics

8 April 2024 | Strasbourg, France

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