Machine Learning · Computer Science
A Grey-box Launch-profile Aware Model for C+L Band Raman Amplification
Yihao Zhang, Xiaomin Liu, Yichen Liu, Lilin Yi +2
2022-06-28
Applied Physics · Physics
Simultaneous gain profile design and noise figure prediction for Raman amplifiers using machine learning
Uiara Celine de Moura, Ann Margareth Rosa Brusin, Andrea Carena, Darko Zibar +1
2021-03-05
Signal Processing · Electrical Eng. & Systems
Transfer Learning-Enabled Efficient Raman Pump Tuning under Dynamic Launch Power for C+L Band Transmission
Jiaming Liu, Rui Wang, JinJiang Li, Hong Lin +2
2025-10-21
Applied Physics · Physics
Experimental characterization of Raman amplifier optimization through inverse system design
Uiara Celine de Moura, Francesco Da Ros, Ann Margareth Rosa Brusin, Andrea Carena +1
2021-03-05
Signal Processing · Electrical Eng. & Systems
An ultra-fast method for gain and noise prediction of Raman amplifiers
Ann Margareth Rosa Brusin, Vittorio Curri, Darko Zibar, Andrea Carena
2019-05-03
Signal Processing · Electrical Eng. & Systems
Inverse design of Raman amplifier in frequency and distance domain using Convolutional Neural Networks
Mehran Soltani, Francesco Da Ros, Andrea Carena, Darko Zibar
2021-03-08
Machine Learning · Computer Science
Experimental Validation of Spectral-Spatial Power Evolution Design Using Raman Amplifiers
Mehran Soltani, Francesco Da Ros, Andrea Carena, Darko Zibar
2022-06-16
Emerging Technologies · Computer Science
Experimental validation of machine-learning based spectral-spatial power evolution shaping using Raman amplifiers
Mehran Soltani, Francesco Da Ros, Andrea Carena, Darko Zibar
2022-12-14
Applied Physics · Physics
Experimental demonstration of arbitrary Raman gain-profile designs using machine learning
Uiara C. de Moura, Francesco Da Ros, A. Margareth Rosa Brusin, Andrea Carena +1
2019-10-25
Signal Processing · Electrical Eng. & Systems
Flexible Raman Amplifier Optimization Based on Machine Learning-aided Physical Stimulated Raman Scattering Model
Metodi Plamenov Yankov, Francesco Da Ros, Uiara Celine de Moura, Andrea Carena +1
2022-06-16
Quantum Physics · Physics
Observation of quantum noise reduction in a Raman amplifier via quantum correlation between atom and light
Jianmin Wang, Rong Zhu, Yue Li, Z. Y. Ou
2025-11-18
Systems and Control · Electrical Eng. & Systems
Experimental validation of the closed-form GN model accounting for distributed Raman amplification in an S+C+L-band hybrid amplified long-haul transmission system
Jiaqian Yang, Henrique Buglia, Eric Sillekens, Mingming Tan +9
2024-07-18
Applied Physics · Physics
Machine learning-based Raman amplifier design
D. Zibar, A. Ferrari, V. Curri, A. Carena
2018-11-27
Signal Processing · Electrical Eng. & Systems
Signal and Backward Raman Pump Power Optimization in Multi-Band Systems Using Fast Power Profile Estimation
Yanchao Jiang, Jad Sarkis, Stefano Piciaccia, Fabrizio Forghieri +1
2025-04-09
Signal Processing · Electrical Eng. & Systems
Optimization of Long-Haul C+L+S Systems by means of a Closed Form EGN Model
Y. Jiang, J. Sarkis, A. Nespola, F. Forghieri +4
2024-07-15
Applied Physics · Physics
Tunable parametric amplification of a graphene nanomechanical resonator in the nonlinear regime
Zi-Jia Su, Yue Ying, Xiang-Xiang Song, Zhuo-Zhi Zhang +5
2022-01-07
Signal Processing · Electrical Eng. & Systems
Noise Reduction Technique for Raman Spectrum using Deep Learning Network
Liangrui Pan, Pronthep Pipitsunthonsan, Peng Zhang, Chalongrat Daengngam +2
2020-09-10
Signal Processing · Electrical Eng. & Systems
Learning to Compensate: A Deep Neural Network Framework for 5G Power Amplifier Compensation
Po-Yu Chen, Hao Chen, Yi-Min Tsai, Hsien-Kai Kuo +5
2021-06-16
Machine Learning · Computer Science
Supervised Metric Regularization Through Alternating Optimization for Multi-Regime Physics-Informed Neural Networks
Enzo Nicolas Spotorno, Josafat Ribeiro Leal, Antonio Augusto Frohlich
2026-03-06