Francesco Da Ros

Francesco Da Ros

Danmarks Tekniske Universitet

H-index: 29

Europe-Denmark

About Francesco Da Ros

Francesco Da Ros, With an exceptional h-index of 29 and a recent h-index of 25 (since 2020), a distinguished researcher at Danmarks Tekniske Universitet, specializes in the field of Optical Computing, Optical communication, Signal Processing, Machine Learning, Nonlinear Optics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Thermal Crosstalk Modelling and Compensation Methods for Programmable Photonic Integrated Circuits

BICM-compatible Rate Adaptive Geometric Constellation Shaping Using Optimized Many-to-one Labeling

Optimization of 3x3 neuromorphic photonic network for programmable Boolean operations

Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing

Low-Complexity Samples Versus Symbols-Based Neural Network Receiver for Channel Equalization

Differentiable Machine Learning-Based Modeling for Directly-Modulated Lasers

Corrections to “Data-Driven Modeling of Mach-Zehnder Interferometer-Based Optical Matrix Multipliers”

Multi-parallel-task Time-delay Reservoir Computing combining a Silicon Microring with WDM

Francesco Da Ros Information

University

Position

___

Citations(all)

3635

Citations(since 2020)

2720

Cited By

1957

hIndex(all)

29

hIndex(since 2020)

25

i10Index(all)

79

i10Index(since 2020)

65

Email

University Profile Page

Danmarks Tekniske Universitet

Google Scholar

View Google Scholar Profile

Francesco Da Ros Skills & Research Interests

Optical Computing

Optical communication

Signal Processing

Machine Learning

Nonlinear Optics

Top articles of Francesco Da Ros

Title

Journal

Author(s)

Publication Date

Thermal Crosstalk Modelling and Compensation Methods for Programmable Photonic Integrated Circuits

arXiv preprint arXiv:2404.10589

Isidora Teofilovic

Ali Cem

David Sanchez-Jacome

Daniel Perez-Lopez

Francesco Da Ros

2024/3/19

BICM-compatible Rate Adaptive Geometric Constellation Shaping Using Optimized Many-to-one Labeling

Journal of Lightwave Technology

Metodi Plamenov Yankov

Smaranika Swain

Ognjen Jovanovic

Darko Zibar

Francesco Da Ros

2024/3/18

Optimization of 3x3 neuromorphic photonic network for programmable Boolean operations

Andrea Marchisio

Ali Cem

Yunhong Ding

Vittorio Curri

Andrea Carena

...

2024/3/11

Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing

Optics Express

Bernard J Giron Castro

Christophe Peucheret

Darko Zibar

Francesco Da Ros

2024/1/15

Low-Complexity Samples Versus Symbols-Based Neural Network Receiver for Channel Equalization

arXiv preprint arXiv:2308.14426

Yevhenii Osadchuk

Ognjen Jovanovic

Stenio M Ranzini

Roman Dischler

Vahid Aref

...

2023/8/28

Differentiable Machine Learning-Based Modeling for Directly-Modulated Lasers

arXiv preprint arXiv:2309.15747

Sergio Hernandez

Ognjen Jovanovic

Christophe Peucheret

Francesco Da Ros

Darko Zibar

2023/9/27

Corrections to “Data-Driven Modeling of Mach-Zehnder Interferometer-Based Optical Matrix Multipliers”

Journal of Lightwave Technology

Ali Cem

Siqi Yan

Yunhong Ding

Darko Zibar

Francesco Da Ros

2024/4/1

Multi-parallel-task Time-delay Reservoir Computing combining a Silicon Microring with WDM

arXiv preprint arXiv:2310.16588

Bernard J Giron Castro

Christophe Peucheret

Darko Zibar

Francesco Da Ros

2023/10/25

Flexible Raman Amplifier Optimization Based on Machine Learning-Aided Physical Stimulated Raman Scattering Model

Journal of Lightwave Technology

Metodi Plamenov Yankov

Francesco Da Ros

Uiara Celine de Moura

Andrea Carena

Darko Zibar

2023/1/15

The impact of time-skew on phase noise measurements using balanced coherent detection

Holger Heebøll

Francesco Da Ros

Michael Galili

Darko Zibar

2023/5/7

Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing

arXiv e-prints

Bernard J Giron Castro

Christophe Peucheret

Francesco Da Ros

2023/12

Impact of Free-carrier Nonlinearities on Silicon Microring-based Reservoir Computing

arXiv e-prints

Bernard J Giron Castro

Christophe Peucheret

Darko Zibar

Francesco Da Ros

2023/7

Optimization of Raman amplifiers: a comparison between black-, grey-and white-box modeling

arXiv preprint arXiv:2310.05954

Metodi P Yankov

Mehran Soltani

Andrea Carena

Darko Zibar

Francesco Da Ros

2023/9/11

Channel fading-robust pre-coders for low complexity few-mode IM/DD short reach fiber communications

Journal of Lightwave Technology

Metodi Plamenov Yankov

Francesco Da Ros

Søren Forchhammer

Lars Grüner-Nielsen

2023/10/16

Rate Adaptive Autoencoder-based Geometric Constellation Shaping

Ognjen Jovanovic

Metodi P Yankov

Francesco Da Ros

Darko Zibar

2023/5/7

Enhancing fiber security using a simple state of polarization analyzer and machine learning

Optics & Laser Technology

Adrian Tomasov

Petr Dejdar

Petr Munster

Tomas Horvath

Peter Barcik

...

2023/12/1

Neural network modeling of bismuth-doped fiber amplifier

Journal of the European Optical Society-Rapid Publications

Aleksandr Donodin

Uiara Celine De Moura

Ann Margareth Rosa Brusin

Egor Manuylovich

Vladislav Dvoyrin

...

2023

Génération de peignes de fréquences électro-optiques avec planéité optimisée dans un modulateur à microrésonateur en anneau en silicium

Erwan Weckenmann

Thyago Monteiro

Francesco da Ros

Uiara Celine de Moura

Laurent Bramerie

...

2023/6/19

Ultrafast Silicon Optical Nonlinear Activator for Neuromorphic Computing

Siqi Yan

Ziwen Zhou

Chen Liu

Weiwei Zhao

Jingze Liu

...

2023/7/21

Subspace tracking for phase noise source separation in frequency combs

Optics Express

Aleksandr Razumov

Holger R Heebøll

Mario Dummont

Osama Terra

Bozhang Dong

...

2023/10/9

See List of Professors in Francesco Da Ros University(Danmarks Tekniske Universitet)

Co-Authors

H-index: 63
Klaus Petermann

Klaus Petermann

Technische Universität Berlin

H-index: 50
L. K. Oxenløwe

L. K. Oxenløwe

Danmarks Tekniske Universitet

H-index: 45
Kresten Yvind

Kresten Yvind

Danmarks Tekniske Universitet

H-index: 44
Andrea Carena

Andrea Carena

Politecnico di Torino

H-index: 42
Darko Zibar

Darko Zibar

Danmarks Tekniske Universitet

H-index: 41
Christophe Peucheret

Christophe Peucheret

Université de Rennes 1

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