Publications per year
Publications per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Keywords
- User defined:
- optical computing
- optical machine learning
- nonlinear optics
- Optical communication
- machine learning
- digital signal proessing
Fingerprint
Dive into the research topics where Francesco Da Ros is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Publications
-
Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix Multipliers
Cem, A., Yan, S., Ding, Y., Zibar, D. & Da Ros, F., 2023, In: Journal of Lightwave Technology. 41, 16, p. 5425-5436Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile70 Downloads (Pure) -
Enhancing fiber security using a simple state of polarization analyzer and machine learning
Tomasov, A., Dejdar, P., Munster, P., Horvath, T., Barcik, P. & Da Ros, F., Dec 2023, In: Optics and Laser Technology. 167, 9 p., 109668.Research output: Contribution to journal › Journal article › Research › peer-review
-
Flexible Raman Amplifier Optimization Based on Machine Learning-aided Physical Stimulated Raman Scattering Model
Yankov, M. P., Ros, F. D., Moura, U. C. D., Carena, A. & Zibar, D., 1 Jan 2023, In: Journal of Lightwave Technology. 41, 2, p. 508-514 9932879.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile49 Downloads (Pure) -
Geometric Constellation Shaping for Fiber-Optic Channels via End-to-End Learning
Jovanovic, O., Ros, F. D., Zibar, D. & Yankov, M. P., 15 Jan 2023, In: Journal of Lightwave Technology. 41, 12, p. 3726-3736 10124361.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Downloads (Pure) -
Machine learning for photonics: from computing to communication
Ros, F. D., Cem, A., Osadchuk, Y., Jovanovic, O. & Zibar, D., 19 Jul 2023, Proceedings of 2023 IEEE Photonics Society Summer Topicals Meeting Series. IEEE, p. 1-2 10224400Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
-
Optical neural networks and machine learning accelerators
Teofilovic, I., Da Ros, F. & Zibar, D.
01/12/2022 → 30/11/2025
Project: PhD
-
Enhancing optical fiber transmission performance through advanced link and system design (titel fortsat)
Hernandez Fernandez, S., Zibar, D., Da Ros, F., Yankov, M. P. & Peucheret, C.
01/10/2022 → 30/09/2025
Project: PhD
-
Machine Learning techniques for characterization of ultra-low noise lasers
Razumov, A., Zibar, D., Da Ros, F., Pedersen, J. E. & Varming, P.
01/03/2022 → 28/02/2025
Project: PhD
-
Integrated Photonic Circuits for All-Optical Reservoir Computing
Giron Castro, B. J., Da Ros, F. & Zibar, D.
01/01/2022 → 31/12/2024
Project: PhD
-
Optoelectronic equalization of short-reach IM/DD communication
Osadchuk, Y., Da Ros, F. & Zibar, D.
15/11/2021 → 28/11/2024
Project: PhD
Prizes
-
Best young Italian Researcher in Denmark (BIRD) 2019
Da Ros, Francesco (Recipient), 20 May 2019
Prize: Prizes, scholarships, distinctions
-
-
Horizon Prize - Breaking the optical transmission barriers
Da Ros, Francesco (Recipient), 2016
Prize: Prizes, scholarships, distinctions