Archivio Istituzionale della RicercaROSA BRUSIN, ANN MARGARETH
ROSA BRUSIN, ANN MARGARETH
Dipartimento di Elettronica e Telecomunicazioni
049086
Advancing classical and quantum communication systems with machine learning
2020 Zibar, D.; Moura, U. C.; Chin, H. M.; Rosa Brusin, A. M.; Jain, N.; Da Ros, F.; Kleis, S.; Schaeffer, C.; Gehring, T.; Andersen, U. L.; Carena, A.
An ultra-fast method for gain and noise prediction of Raman amplifiers
2019 Rosa Brusin, A. M.; Curri, V.; Zibar, D.; Carena, A.
Enhanced resilience towards ROADM-induced optical filtering using subcarrier multiplexing and optimized bit and power loading
2019 Rosa Brusin, A. M.; Guiomar, F. P.; Lorences-Riesgo, A.; Monteiro, P. P.; Carena, A.
Experimental Characterization of Raman Amplifier Optimization through Inverse System Design
2021 De Moura, U. C.; Da Ros, F.; Rosa Brusin, A. M.; Carena, A.; Zibar, D.
Experimental demonstration of arbitrary Raman gain-profile designs using machine learning
2020 de Moura, U. C.; Ros, F. D.; Rosa Brusin, A. M.; Carena, A.; Zibar, D.
Fiber-Agnostic Machine Learning-Based Raman Amplifier Models
2023 de Moura, Uiara C.; Zibar, Darko; ROSA BRUSIN, ANN MARGARETH; Carena, Andrea; Da Ros, Francesco
Generalization Properties of Machine Learning-based Raman Models
2021 De Moura, U. C.; Zibar, D.; Rosa Brusin, A. M.; Carena, A.; Da Ros, F.
Introducing Load Aware Neural Networks for Accurate Predictions of Raman Amplifiers
2020 Rosa Brusin, A. M.; De Moura, U. C.; Curri, V.; Zibar, D.; Carena, A.
Inverse System Design Using Machine Learning: The Raman Amplifier Case
2020 Zibar, D.; Rosa Brusin, A. M.; De Moura, U. C.; Da Ros, F.; Curri, V.; Carena, A.
Load aware Raman gain profile prediction in dynamic multi-band optical networks
2020 Rosa Brusin, A. M.; de Moura, U. C.; D'Amico, A.; Curri, V.; Zibar, D.; Carena, A.
Machine Learning Applications to Optical Communication Systems
2022 ROSA BRUSIN, ANN MARGARETH
Machine learning applied to inverse systems design
2022 de Moura, Uiara C.; Da Ros, Francesco; Zibar, Darko; Brusin, Ann Margareth Rosa; Carena, Andrea
Machine learning enabled Raman amplifiers
2021 Zibar, D; de Moura, Uc; Rosa Brusin, Am; Carena, A; Da Ros, F
Machine Learning for Power Profiles Prediction in Presence of Inter-channel Stimulated Raman Scattering
2021 Rosa Brusin, A. M.; Zefreh, M. Ranjbar; Poggiolini, P.; Piciaccia, S.; Forghieri, F.; Carena, A.
Multi-Band Programmable Gain Raman Amplifier
2021 De Moura, U. C.; Iqbal, M. A.; Kamalian, M.; Krzczanowicz, L.; Da Ros, F.; Rosa Brusin, A. M.; Carena, A.; Forysiak, W.; Turitsyn, S.; Zibar, D.
Multi-band programmable gain Raman amplifier for high-capacity optical networks
2021 de Moura, Uc; Iqbal, Ma; Kamalian, M; Krzczanowicz, L; Da Ros, F; Rosa Brusin, Am; Carena, A; Forysiak, W; Turitsyn, S; Zibar, D
Optimization of a Hybrid EDFA-Raman C+L Band Amplifier through Neural-Network Models
2021 Da Ros, F.; De Moura, U. C.; Luis, R. S.; Rademacher, G.; Puttnam, B. J.; Rosa Brusin, A. M.; Carena, A.; Awaji, Y.; Furukawa, H.; Zibar, D.
Optimization of Raman amplifiers using machine learning
2021 De Moura, U. C.; Da Ros, F.; Zibar, D.; Rosa Brusin, A. M.; Carena, A.
Real Time Closed-Form Model for Nonlinearity Assessment of Fibre Optic Links with Lumped Loss
2021 Ranjbar Zefreh, Mahdi; Carena, Andrea; Brusin, Ann Margareth Rosa; Forghieri, Fabrizio; Piciaccia, Stefano; Poggiolini, Pierluigi
Reducing ROADM Filtering Penalties Using Subcarrier Multiplexing with Offline Bit and Power Loading
2018 Guiomar, Fernando P.; Lorences-Riesgo, Abel; ROSA BRUSIN, ANN MARGARETH; Morillo, Diana F.; Carena, Andrea; Monteiro, Paulo P.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Advancing classical and quantum communication systems with machine learning / Zibar, D.; Moura, U. C.; Chin, H. M.; Rosa Brusin, A. M.; Jain, N.; Da Ros, F.; Kleis, S.; Schaeffer, C.; Gehring, T.; Andersen, U. L.; Carena, A.. - ELETTRONICO. - (2020), p. W1K.1. (Intervento presentato al convegno Optical Fiber Communication Conference, OFC 2020 tenutosi a San Diego (USA) nel 2020) [10.1364/OFC.2020.W1K.1]. | 1-gen-2020 | Rosa Brusin, A. M.Carena, A. + | OFC_2020___invited_paper.pdf; OFC-2020-W1K.1.pdf |
| An ultra-fast method for gain and noise prediction of Raman amplifiers / Rosa Brusin, A. M.; Curri, V.; Zibar, D.; Carena, A.. - ELETTRONICO. - (2019). (Intervento presentato al convegno European Conference on Optical Communications (ECOC) tenutosi a Dublin (IRL) nel 22-26 settembre 2019). | 1-gen-2019 | A. M. Rosa BrusinV. CurriA. Carena + | 201_ecoc2019.pdf; Carena_ultra-fast method.pdf..pdf |
| Enhanced resilience towards ROADM-induced optical filtering using subcarrier multiplexing and optimized bit and power loading / Rosa Brusin, A. M.; Guiomar, F. P.; Lorences-Riesgo, A.; Monteiro, P. P.; Carena, A.. - In: OPTICS EXPRESS. - ISSN 1094-4087. - 27:21(2019), pp. 30710-30725. [10.1364/OE.27.030710] | 1-gen-2019 | Rosa Brusin A. M.Carena A. + | oe-27-21-30710.pdf |
| Experimental Characterization of Raman Amplifier Optimization through Inverse System Design / De Moura, U. C.; Da Ros, F.; Rosa Brusin, A. M.; Carena, A.; Zibar, D.. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - ELETTRONICO. - 39:4(2021), pp. 1162-1170. [10.1109/JLT.2020.3036603] | 1-gen-2021 | Rosa Brusin A. M.Carena A. + | JLT_expanding_regularOFC2020_Raman_design_experimental_validation.pdf; 09252846.pdf |
| Experimental demonstration of arbitrary Raman gain-profile designs using machine learning / de Moura, U. C.; Ros, F. D.; Rosa Brusin, A. M.; Carena, A.; Zibar, D.. - ELETTRONICO. - 2020:(2020), p. T4B.2. (Intervento presentato al convegno Optical Fiber Communication Conference, OFC 2020 tenutosi a San Diego (USA) nel 2020) [10.1364/OFC.2020.T4B.2]. | 1-gen-2020 | Rosa Brusin A. M.Carena A. + | OFC2020_Raman_design___experimental_validation.pdf; OFC-2020-T4B.2.pdf |
| Fiber-Agnostic Machine Learning-Based Raman Amplifier Models / de Moura, Uiara C.; Zibar, Darko; ROSA BRUSIN, ANN MARGARETH; Carena, Andrea; Da Ros, Francesco. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - STAMPA. - 41:1(2023), pp. 83-95. [10.1109/JLT.2022.3210769] | 1-gen-2023 | Ann Margareth Rosa BrusinAndrea Carena + | Fiber-Agnostic_Machine_Learning-Based_Raman_Amplifier_Models.pdf; JLT_expanding_OFC2021__generalized_RA_model__final.pdf |
| Generalization Properties of Machine Learning-based Raman Models / De Moura, U. C.; Zibar, D.; Rosa Brusin, A. M.; Carena, A.; Da Ros, F.. - ELETTRONICO. - (2021). (Intervento presentato al convegno 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 tenutosi a San Francisco, CA, USA nel 2021). | 1-gen-2021 | Rosa Brusin A. M.Carena A. + | ML_RAmodel_supporting_multiple_fibers_OFC2021.pdf; 2021_OFC_Generalization_Properties_of_Machine_Learning-based_Raman_Models.pdf |
| Introducing Load Aware Neural Networks for Accurate Predictions of Raman Amplifiers / Rosa Brusin, A. M.; De Moura, U. C.; Curri, V.; Zibar, D.; Carena, A.. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - STAMPA. - 38:23(2020), pp. 6481-6491. [10.1109/JLT.2020.3014810] | 1-gen-2020 | Rosa Brusin A. M.Curri V.Carena A. + | 09160884.pdf; JLT___ML4RA__Load_Aware_NN_PrePrint.pdf |
| Inverse System Design Using Machine Learning: The Raman Amplifier Case / Zibar, D.; Rosa Brusin, A. M.; De Moura, U. C.; Da Ros, F.; Curri, V.; Carena, A.. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - 38:4(2020), pp. 736-753. [10.1109/JLT.2019.2952179] | 1-gen-2020 | Rosa Brusin A. M.Curri V.Carena A. + | ML_based_Raman_amplifier_design___JLT_preprint.pdf; Zibar et al. - 2020 - Inverse System Design Using Machine Learning The Raman Amplifier Case.pdf; ML_based_Raman_amplifier_design_JLT_accepted.pdf |
| Load aware Raman gain profile prediction in dynamic multi-band optical networks / Rosa Brusin, A. M.; de Moura, U. C.; D'Amico, A.; Curri, V.; Zibar, D.; Carena, A.. - ELETTRONICO. - 2020:(2020), p. T4B.3. (Intervento presentato al convegno Optical Fiber Communication Conference, OFC 2020 tenutosi a San Diego (USA) nel 2020) [10.1364/OFC.2020.T4B.3]. | 1-gen-2020 | Rosa Brusin A. M.D'Amico A.Curri V.Carena A. + | OFC2020___ML4RA.pdf; OFC-2020-T4B.3.pdf |
| Machine Learning Applications to Optical Communication Systems / ROSA BRUSIN, ANN MARGARETH. - (2022 Jun 10), pp. 1-208. | 10-giu-2022 | ROSA BRUSIN, ANN MARGARETH | PhD_Thesis_AnnMargareth_RosaBrusin_final_pdfa.pdf; PhD_Thesis_AnnMargareth_RosaBrusin_Summary_pdfa.pdf |
| Machine learning applied to inverse systems design / de Moura, Uiara C.; Da Ros, Francesco; Zibar, Darko; Brusin, Ann Margareth Rosa; Carena, Andrea. - ELETTRONICO. - (2022), pp. 1-3. (Intervento presentato al convegno 2022 International Conference on Optical Network Design and Modeling (ONDM) tenutosi a Warsaw (Poland) nel 16-19 May 2022) [10.23919/ONDM54585.2022.9782836]. | 1-gen-2022 | Brusin, Ann Margareth RosaCarena, Andrea + | ONDM2022_invited_submitted.pdf; Machine_learning_applied_to_inverse_systems_design.pdf |
| Machine learning enabled Raman amplifiers / Zibar, D; de Moura, Uc; Rosa Brusin, Am; Carena, A; Da Ros, F. - ELETTRONICO. - (2021), pp. 1-1. (Intervento presentato al convegno 2021 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference tenutosi a Munich (Germany) nel 21-25 June 2021) [10.1109/CLEO/Europe-EQEC52157.2021.9541957]. | 1-gen-2021 | Rosa Brusin, AMCarena, A + | CLEO_Europe-2021-ci_1_3.pdf; CLEO_EU_2021_invited_Darko.pdf |
| Machine Learning for Power Profiles Prediction in Presence of Inter-channel Stimulated Raman Scattering / Rosa Brusin, A. M.; Zefreh, M. Ranjbar; Poggiolini, P.; Piciaccia, S.; Forghieri, F.; Carena, A.. - ELETTRONICO. - (2021), pp. 1-4. (Intervento presentato al convegno 2021 European Conference on Optical Communication (ECOC) tenutosi a Bordeaux (France) nel 13-16 Sept. 2021) [10.1109/ECOC52684.2021.9605807]. | 1-gen-2021 | Rosa Brusin, A. M.Poggiolini, P.Carena, A. + | ECOC_2021___MLPP_supporting_NLI_modeling.pdf; Machine_Learning_for_Power_Profiles_Prediction_in_Presence_of_Inter-channel_Stimulated_Raman_Scattering.pdf |
| Multi-Band Programmable Gain Raman Amplifier / De Moura, U. C.; Iqbal, M. A.; Kamalian, M.; Krzczanowicz, L.; Da Ros, F.; Rosa Brusin, A. M.; Carena, A.; Forysiak, W.; Turitsyn, S.; Zibar, D.. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - ELETTRONICO. - 39:2(2021), pp. 429-438. [10.1109/JLT.2020.3033768] | 1-gen-2021 | Rosa Brusin A. M.Carena A. + | JLT_experimental_Raman_design_SCLband.pdf; 09239870.pdf |
| Multi-band programmable gain Raman amplifier for high-capacity optical networks / de Moura, Uc; Iqbal, Ma; Kamalian, M; Krzczanowicz, L; Da Ros, F; Rosa Brusin, Am; Carena, A; Forysiak, W; Turitsyn, S; Zibar, D. - ELETTRONICO. - (2021), pp. 1-2. (Intervento presentato al convegno 2021 IEEE Photonics Conference (IPC) tenutosi a Vancouver, BC, Canada nel 18-21 October 2021) [10.1109/IPC48725.2021.9592938]. | 1-gen-2021 | Rosa Brusin, AMCarena, A + | Multi-band_programmable_gain_Raman_amplifier_for_high-capacity_optical_networks.pdf; IPC_invited_Uiara_submitted.pdf |
| Optimization of a Hybrid EDFA-Raman C+L Band Amplifier through Neural-Network Models / Da Ros, F.; De Moura, U. C.; Luis, R. S.; Rademacher, G.; Puttnam, B. J.; Rosa Brusin, A. M.; Carena, A.; Awaji, Y.; Furukawa, H.; Zibar, D.. - ELETTRONICO. - (2021). (Intervento presentato al convegno 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 tenutosi a San Francisco, CA, USA nel 2021). | 1-gen-2021 | Rosa Brusin A. M.Carena A. + | hybridDRAEDFAamp_submitted.pdf; 2021_OFC_Optimization_of_a_Hybrid_EDFA-Raman_CL_Band_Amplifier_through_Neural-Network_Models.pdf |
| Optimization of Raman amplifiers using machine learning / De Moura, U. C.; Da Ros, F.; Zibar, D.; Rosa Brusin, A. M.; Carena, A.. - ELETTRONICO. - (2021), pp. 1-2. (Intervento presentato al convegno 2021 IEEE Photonics Society Summer Topicals Meeting Series (SUM) tenutosi a Cabo San Lucas (Mexico) nel 19-21 July 2021) [10.1109/SUM48717.2021.9505708]. | 1-gen-2021 | Rosa Brusin A. M.Carena A. + | Optimization_of_Raman_amplifiers_using_machine_learning.pdf; SummTop2021_invited_Uiara_submitted.pdf |
| Real Time Closed-Form Model for Nonlinearity Assessment of Fibre Optic Links with Lumped Loss / Ranjbar Zefreh, Mahdi; Carena, Andrea; Brusin, Ann Margareth Rosa; Forghieri, Fabrizio; Piciaccia, Stefano; Poggiolini, Pierluigi. - ELETTRONICO. - (2021), pp. 1-4. (Intervento presentato al convegno 2021 European Conference on Optical Communication (ECOC) tenutosi a Bordeaux (France) nel 13-16 Sept. 2021) [10.1109/ECOC52684.2021.9605949]. | 1-gen-2021 | Carena, AndreaBrusin, Ann Margareth RosaPoggiolini, Pierluigi + | Real_Time_Closed-Form_Model_for_Nonlinearity_Assessment_of_Fibre_Optic_Links_with_Lumped_Loss.pdf; ecoc_2021_submitted_final.pdf |
| Reducing ROADM Filtering Penalties Using Subcarrier Multiplexing with Offline Bit and Power Loading / Guiomar, Fernando P.; Lorences-Riesgo, Abel; ROSA BRUSIN, ANN MARGARETH; Morillo, Diana F.; Carena, Andrea; Monteiro, Paulo P.. - ELETTRONICO. - 2018-:(2018), pp. 1-3. (Intervento presentato al convegno 2018 European Conference on Optical Communication, ECOC 2018 tenutosi a Roma (Italia) nel 2018) [10.1109/ECOC.2018.8535177]. | 1-gen-2018 | ROSA BRUSIN, ANN MARGARETHCarena, Andrea + | - |