Dottorato in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 38o ciclo (2022-2025)
Dottorato concluso nel 2026
Tesi:
Device-Level Modeling of Photonic Integrated Circuits for Neuromorphic Computing (Abstract)
Tutori:
Andrea Carena Paolo Bardella Vittorio CurriProfilo
Argomento di ricerca
Advanced Studies in Photonic Integrated Circuits
Interessi di ricerca
Biografia
Andrea Marchisio was born in Alba (CN) in 1998. He received his Bachelor's Degree in Physics Engineering at Politecnico di Torino in October 2020. In the same year, he enrolled in the Electronic Engineering Master's Degree course at Politecnico di Torino, "Devices and Technologies for Integrated Electronics and Optoelectronics" curriculum. He received the Master's Degree cum laude in October 2022, with his thesis "Analysis of Quantum Dot-based optical amplifiers: a time-domain traveling-wave approach", supervised by professor P. Bardella.
In September 2022, he obtained the Ph.D. scholarship in "Advanced Studies in Photonic Integrated Circuits".
He is currently working on the characterization of VCSEL lasers from their measurements employing Machine learning and Evolutionary algorithm techniques. Concurrently, he is also applying the same methods to measurements of purposely-designed Photonics Integrated Circuits (PICs) to automatically extract parameters and quantities that are difficult to measure directly.
Pubblicazioni
Coautori PoliTO
Pubblicazioni degli ultimi anni
Pubblicazioni per tipo
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Marchisio, Andrea (2026)
Device-Level Modeling of Photonic Integrated Circuits for Neuromorphic Computing. relatore: CARENA, ANDREA; BARDELLA, PAOLO; CURRI, VITTORIO; , 38. XXXVIII Ciclo, P.: 160
Doctoral Thesis - Lechiara, Antonio; Marchisio, Andrea; Shi, Bin; Wang, Yi; Carena, Andrea; Jiao, Yuqing; ... (2025)
Ultra-Compact Leaky ReLU Nonlinear Function on IMOS. In: European Conference on Optical Communication (ECOC), Copenhagen (Dan), 28 settembre - 2 ottobre 2025
Contributo in Atti di Convegno (Proceeding) - Marchisio, Andrea; Tunesi, Lorenzo; Awad, Hasan; Ghillino, Enrico; Curri, Vittorio; ... (2025)
Comprehensive thermal crosstalk model of meshed MZI topologies for neuromorphic computing. In: SPIE Photonics West - OPTO, San Francisco (USA), 25-31 January 2025
Contributo in Atti di Convegno (Proceeding) - Ma, Teng; Marchisio, Andrea; Da Ros, Francesco; Curri, Vittorio; Bardella, Paolo; ... (2025)
Investigation on digital twin model of 3x3 Mach-Zehnder Interferometer mesh. In: International Conference on Numerical Simulation of Optoelectronic Devices (NUSOD), Łódź (Pol), September 14–18, 2025
Contributo in Atti di Convegno (Proceeding) - Lechiara, Antonio; Marchisio, Andrea; Jiao, Yuqing; Stabile, Ripalta (2025)
Reprogrammable All-Optical Ultra-Compact Nonlinear Activation Function for Neuromorphic Computing on Indium Phosphide Membrane on Silicon. In: 2025 IEEE Photonics Society Benelux Symposium, Bruxelles (Bel), 20-21 November 2025
Contributo in Atti di Convegno (Proceeding) - Ma, Teng; Marchisio, Andrea; Da Ros, Francesco; Curri, Vittorio; Carena, Andrea; ... (2025)
Wideband operation of 3x3 Mach-Zehnder Interferometer mesh for programmable photonic computing. In: 2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON), Barcellona (Spa), 6-10 Luglio 2025
Contributo in Atti di Convegno (Proceeding) - Marchisio, Andrea; Da Ros, Francesco; Curri, Vittorio; Carena, Andrea; Bardella, Paolo (2025)
Comprehensive model of MZI-based circuits for photonic computing applications. In: COMMUNICATIONS PHYSICS, vol. 8. ISSN 2399-3650
Contributo su Rivista - Marchisio, Andrea; Cem, Ali; Ding, Yunhong; Curri, Vittorio; Carena, Andrea; Da Ros, ... (2024)
Optimization of 3x3 neuromorphic photonic network for programmable Boolean operations. In: SPIE Photonic West, San Francisco, CA, USA, 27 January - 1 February 2024
Contributo in Atti di Convegno (Proceeding) - Marchisio, Andrea; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo (2024)
Particle swarm optimization-assisted approach for the extraction of VCSEL model parameters. In: OPTICS LETTERS, vol. 49, pp. 125-128. ISSN 0146-9592
Contributo su Rivista - Masood, Muhammad Umar; Khan, Ihtesham; Tunesi, Lorenzo; Marchisio, Andrea; Ghillino, ... (2024)
Networking Study of Waveband/Wavelength Switching for Multi-Granular and Multi-Band Optical Networks. In: 2024 IEEE Global Communications Conference, Cape Town (SA), 08-12 December 2024, pp. 4418-4423. ISBN: 979-8-3503-5125-5
Contributo in Atti di Convegno (Proceeding) - Masood, MUHAMMAD UMAR; Khan, Ihtesham; Correia, Bruno; Tunesi, Lorenzo; Marchisio, ... (2024)
Impact of Waveband and Wavelength Switching in the Next-Generation Optical Networks. In: 24th International Conference on Transparent Optical Networks (ICTON), Bari (Italy), 14-18 July, 2024. ISBN: 979-8-3503-7732-3
Contributo in Atti di Convegno (Proceeding) - Marchisio, Andrea; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo (2024)
Particle swarm optimization hyperparameters tuning for physical-model fitting of VCSEL measurements. In: SPIE Photonic West, San Francisco, California, United States, 27 January - 1 February 2024
Contributo in Atti di Convegno (Proceeding) - Marchisio, Andrea; Carena, Andrea; Curri, Vittorio; Bardella, Paolo (2024)
PSO-assisted extraction of VCSEL parameters from L-I and S21 measurements. In: International Conference on Numerical Simulation of Optoelectronic Devices (NUSOD), New Delhi (India), 23-27 September 2024, pp. 49-50. ISBN: 979-8-3503-9053-7
Contributo in Atti di Convegno (Proceeding) - Masood, Muhammad Umar; Khan, Ihtesham; Tunesi, Lorenzo; De Araujo, Bruno; Marchisio, ... (2024)
Waveband selective switch: a networking analysis for advanced optical transport networks in 6G and beyond technologies. In: SPIE Photonic West, San Francisco, CA (USA), 27 January - 1 February 2024
Contributo in Atti di Convegno (Proceeding) - Tunesi, Lorenzo; Khan, Ihtesham; Masood, MUHAMMAD UMAR; Marchisio, Andrea; Ghillino, ... (2023)
Machine Learning Aided Prediction of Fabrication Uncertainties in Integrated Multi-Ring Filters. In: CLEO: Science and Innovations, San Jose, CA, United States, 7-12 May 2023, pp. 1-2. ISBN: 978-1-957171-25-8
Contributo in Atti di Convegno (Proceeding) - Marchisio, Andrea; Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, ... (2023)
Automated model for characterization of VCSEL circuit-level parameters using machine learning. In: European Conference on Integrated Optics, Enschede, Paesi Bassi, 19-21 Aprile 2023, pp. 264-266
Contributo in Atti di Convegno (Proceeding) - Marchisio, Andrea; Curri, Vittorio; Carena, Andrea; Bardella, Paolo (2023)
Deep Learning-Driven Extraction of Superluminescent Diodes Parameters. In: International Conference on Numerical Simulation of Optoelectronic Devices (NUSOD), Torino (ITALY), 18-21 September 2023. ISBN: 979-8-3503-1429-8
Contributo in Atti di Convegno (Proceeding) - Khan, Ihtesham; Marchisio, Andrea; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, ... (2023)
A Machine Learning-Based Model for Characterizing Stationary-and-Dynamic Behavior of VCSEL. In: CLEO: Science and Innovations, San Jose, CA, United States, 7-12 May 2023, pp. 1-2. ISBN: 978-1-957171-25-8
Contributo in Atti di Convegno (Proceeding) - Marchisio, Andrea; Tunesi, Lorenzo; Forrest, Adam F.; Cataluna, Maria Ana; Krakowski, ... (2023)
Time-Domain Travelling-Wave Analysis of Semiconductor Optical Amplifiers based on Chirped Quantum Dot Materials. In: CLEO: Applications and Technology 2023, San Jose, CA, USA, 7-12 May 2023, pp. 1-2. ISBN: 978-1-957171-25-8
Contributo in Atti di Convegno (Proceeding)