Francesco Da Ros

Orcid: 0000-0002-9068-9125

According to our database1, Francesco Da Ros authored at least 85 papers between 2013 and 2024.

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Bibliography

2024
Modeling Doxorubicin Pharmacokinetics in Multiple Myeloma Suggests Mechanism of Drug Resistance.
IEEE Trans. Biomed. Eng., March, 2024

End-to-end optimization of optical communication systems based on directly modulated lasers.
J. Opt. Commun. Netw., 2024

Multi-task Photonic Reservoir Computing: Wavelength Division Multiplexing for Parallel Computing with a Silicon Microring Resonator.
CoRR, 2024

Memory Capacity Analysis of Time-delay Reservoir Computing Based on Silicon Microring Resonator Nonlinearities.
CoRR, 2024

Thermal Crosstalk Modelling and Compensation Methods for Programmable Photonic Integrated Circuits.
CoRR, 2024

Nonlinear Vector Autoregressor Equalization for PAM-4 Micro-Ring Modulator-based Short-Reach Transmission.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Multi-Task Wavelength-Multiplexed Reservoir Computing Using a Silicon Microring Resonator.
Proceedings of the International Joint Conference on Neural Networks, 2024

Rate adaptive constellation shaping for heterogeneous optical networks with variable Qot.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Machine Learning Enabled Directly Modulated Lasers.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Microring Resonator-based Photonic Reservoir Computing.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

2023
BICM-compatible Rate Adaptive Geometric Constellation Shaping Using Optimized Many-to-one Labeling.
CoRR, 2023

Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing.
CoRR, 2023

Multi-parallel-task Time-delay Reservoir Computing combining a Silicon Microring with WDM.
CoRR, 2023

Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing.
CoRR, 2023

Optimization of Raman amplifiers: a comparison between black-, grey- and white-box modeling.
CoRR, 2023

Differentiable Machine Learning-Based Modeling for Directly-Modulated Lasers.
CoRR, 2023

Addressing Data Scarcity in Optical Matrix Multiplier Modeling Using Transfer Learning.
CoRR, 2023

Impact of Free-carrier Nonlinearities on Silicon Microring-based Reservoir Computing.
CoRR, 2023

Data-Driven Modeling of Directly-Modulated Lasers.
CoRR, 2023

2022
Reservoir Computing-based Multi-Symbol Equalization for PAM 4 Short-reach Transmission.
CoRR, 2022

Data-efficient Modeling of Optical Matrix Multipliers Using Transfer Learning.
CoRR, 2022

Geometric Constellation Shaping for Fiber-Optic Channels via End-to-End Learning.
CoRR, 2022

Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix Multipliers.
CoRR, 2022

Experimental validation of machine-learning based spectral-spatial power evolution shaping using Raman amplifiers.
CoRR, 2022

Experimental Validation of Spectral-Spatial Power Evolution Design Using Raman Amplifiers.
CoRR, 2022

Flexible Raman Amplifier Optimization Based on Machine Learning-aided Physical Stimulated Raman Scattering Model.
CoRR, 2022

Forward Raman Amplifier Optimization Using Machine Learning-aided Physical Modeling.
Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Online versus Offline Optimization Methods for Raman Amplifier Optimization.
Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Machine learning applied to inverse systems design.
Proceedings of the International Conference on Optical Network Design and Modeling, 2022

Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Capacity and Achievable Rates of Fading Few-mode MIMO IM/DD Optical Fiber Channels.
Proceedings of the IEEE International Conference on Communications, 2022

2021
SNR optimization of multi-span fiber optic communication systems employing EDFAs with non-flat gain and noise figure.
CoRR, 2021

Optimization of a Hybrid EDFA-Raman C+L Band Amplifier through Neural-Network Models.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Generalization Properties of Machine Learning-based Raman Models.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Modeling Pharmacokinetics of Doxorubicin in Multiple Myeloma Cells.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

End-to-end Learning of a Constellation Shape Robust to Variations in SNR and Laser Linewidth.
Proceedings of the European Conference on Optical Communication, 2021

2020
Probabilistically Shaped 4-PAM for Short-Reach IM/DD Links with a Peak Power Constraint.
CoRR, 2020

Advancing Classical and Quantum Communication Systems with Machine Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Characterization and Optical Compensation of LP01 and LP11 Intra-Modal Nonlinearity in Few-Mode Fibers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Experimental Demonstration of Arbitrary Raman Gain-Profile Designs using Machine Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Optimization of Fiber Optics Communication Systems via End-to-End Learning.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Power Evolution Prediction and Optimization in a Multi-span System Based on Component-wise System Modeling.
Proceedings of the European Conference on Optical Communications, 2020

Machine learning-based EDFA Gain Model Generalizable to Multiple Physical Devices.
Proceedings of the European Conference on Optical Communications, 2020

Experimental Demonstration of Optoelectronic Equalization for Short-reach Transmission with Reservoir Computing.
Proceedings of the European Conference on Optical Communications, 2020

All-Optical Nonlinear Pre-Compensation of Long-Reach Unrepeatered Systems.
Proceedings of the European Conference on Optical Communications, 2020

2019
Unrepeatered Transmission Reach Extension by Receiver-Side all-Optical Back-Propagation.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

Coherent WDM PON using a Single Time Lens Source and Kramers-Kronig Receiver.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

Manipulation and Optical Processing of WDM Signals using Optical Time Lenses.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Novel Hybrid Radio-Over-Fiber Transmitter for Generation of Flexible Combination of WDM-ROF/WDM Channels.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

2018
Clock Recovery Challenges in DSP-Based Coherent Single-Mode and Multi-Mode Optical Systems.
Future Internet, 2018

Dual polarization nonlinear Fourier transform-based optical communication system.
CoRR, 2018

Experimental Verification of Rate Flexibility and Probabilistic Shaping by 4D Signaling.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Link-Placement Characterization of Optical Phase Conjugation for Nonlinearity Compensation.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Highly Flexible WDM PON System with a Single TDM Time Lens Source Enabling Record 150 km Downstream Reach.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Silicon Waveguide with Lateral p-i-n Diode for Nonlinearity Compensation by On-Chip Optical Phase Conjugation.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Nonlinearity Compensation through Optical Phase Conjugation for Improved Transmission Reach/Rate.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Kramers-Kronig Detection with Adaptive Rates for 909.5 Tbit/s Dense SDM and WDM Data Channels.
Proceedings of the European Conference on Optical Communication, 2018

2017
Synchronization in a Random Length Ring Network for SDN-Controlled Optical TDM Switching.
JOCN, 2017

Experimental Comparison of Probabilistic Shaping Methods for Unrepeated Fiber Transmission.
CoRR, 2017

Experimental analysis of pilot-based equalization for probabilistically shaped WDM systems with 256QAM/1024QAM.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Single channel 106 Gbit/s 16QAM wireless transmission in the 0.4 THz band.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Bit-rate-transparent optical RZ-to-NRZ format conversion based on linear spectral phase filtering.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017


Regeneration of phase unlocked serial multiplexed DPSK signals in a single phase sensitive amplifier.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Ultra-broadband optical signal processing using AlGaAs-OI devices.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Directly modulated and ER enhanced hybrid IH-V/SOI DFB laser operating up to 20 Gb/s for extended reach applications in PONs.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Optical spectral reshaping for directly modulated 4-pulse amplitude modulation signals.
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

A configurable FPGA FEC unit for Tb/s optical communication.
Proceedings of the IEEE International Conference on Communications, 2017

Impact of Signal-Conjugate Wavelength Shift on Optical Phase Conjugation-based Transmission of QAM Signals.
Proceedings of the European Conference on Optical Communication, 2017

Adaptive Rates of High-Spectral-Efficiency WDM/SDM Channels Using PDM-1024-QAM Probabilistic Shaping.
Proceedings of the European Conference on Optical Communication, 2017

Experimental Demonstration of Dual Polarization Nonlinear Frequency Division Multiplexed Optical Transmission System.
Proceedings of the European Conference on Optical Communication, 2017

Time Skew Estimator for Dual-Polarization QAM Transmitters.
Proceedings of the European Conference on Optical Communication, 2017

2016
Constellation Shaping for WDM systems using 256QAM/1024QAM with Probabilistic Optimization.
CoRR, 2016

Performance of multi-channel DBP with long-haul frequency-referenced transmission.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Low-penalty up to 16-QAM wavelength conversion in a low loss CMOS compatible spiral waveguide.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Synchronization algorithm for SDN-controlled all-optical TDM switching in a random length ring network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

2015
Phase-sensitive optical processing in silicon waveguides.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

Experimental demonstration of multidimensional switching nodes for all-optical data centre networks.
Proceedings of the European Conference on Optical Communication, 2015

Experimental demonstration of 6-mode division multiplexed NG-PON2: Cost effective 40 Gbit/s/spatial-mode access based on 3D laser inscribed photonic lanterns.
Proceedings of the European Conference on Optical Communication, 2015

2014
Design and performance evaluation of an OPC device using a dual-pump polarization-independent FOPA.
Proceedings of the European Conference on Optical Communication, 2014

Kerr nonlinearity compensation in a 5×28-GBd PDM 16-QAM WDM system using fiber-based optical phase conjugation.
Proceedings of the European Conference on Optical Communication, 2014

All-optical signal processing using silicon devices.
Proceedings of the European Conference on Optical Communication, 2014

2013
Orthogonal phase quadratures conversion to different wavelengths through phase-sensitive four wave mixing in an highly nonlinear fiber.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

Polarization diversity DPSK demodulator on the silicon-on-insulator platform with simple fabrication.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

All-optical network coding for DPSK signals.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013


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