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Federica Zonzini

Junior assistant professor (fixed-term)

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: IINF-01/A Electronics

Publications

Siddiqui, M. A.; Zonzini, F.; Quqa, S.; Palermo, A.; Landucci, M., A Damage Detection Strategy Based on Autoregressive Parameters, in: Proceedings of the 10th International Operational Modal Analysis Conference (IOMAC 2024), 2024, 515 LNCE, pp. 23 - 32 (atti di: 10th International Operational Modal Analysis Conference (IOMAC 2024), Napoli, 21-24 Maggio 2024) [Contribution to conference proceedings]

Ragusa, Edoardo; Zonzini, Federica; Gastaldo, Paolo; De Marchi, Luca, Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2024, 20, Article number: 10529711 , pp. 10488 - 10498 [Scientific article]Open Access

Ragusa, Edoardo; Zonzini, Federica; Marchi, Luca De; Zunino, Rodolfo, Compression-Accuracy Co-optimization Through Hardware-aware Neural Architecture Search for Vibration Damage Detection, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, Article number: 10572266 , pp. 1 - 13 [Scientific article]Open Access

Donati, Giacomo; Zonzini, Federica; Mariani, Stefano; Bogomolov, Denis; De Marchi, Luca, Deep Learning-Aided Acoustic Source Localization in Thin-Walled Waveguides, «RESEARCH AND REVIEW JOURNAL OF NONDESTRUCTIVE TESTING», 2024, 2, pp. 1 - 14 [Scientific article]Open Access

Donati, G; Zonzini, F; De Marchi, L, Enhanced Global Convolution Networks for Defect Detection in Full Wavefield Imaging, in: Journal of Physics: Conference Series. Vol. 2698. No. 1, «JOURNAL OF PHYSICS. CONFERENCE SERIES», 2024, 2698, pp. 1 - 13 (atti di: 15th International AIVELA Conference on Vibration Measurements by Laser and Noncontact Techniques, Ancona, Italy, 21/06/2023 - 23/06/2023) [Contribution to conference proceedings]

Zonzini, Federica; Zavalloni, Francesco; Martinelli, Daniele; Antolini, Alessio; Franchi Scarselli, Eleonora; Pasotti, Marco; De Marchi, Luca, Enhancing Vibration Inspection via Compressed Sensing Based on Embedded Phase Change Memories, in: Proceedings of SIE 2024, Cham, Springer, 2024, pp. 413 - 421 (atti di: LV Annual Meeting of the Italian Society of Electronics, Genova, 26-28 Giugno 2024) [Contribution to conference proceedings]

Matteo Zauli, Federica Zonzini, Giulio Sciullo, Alessandro Marzani, Luca De Marchi, Evaluating Unmanned Aerial Vehicles for Vibrational Analysis: Exploiting Integrated Capabilities of Nano-Drones as Nodes in a WSN, in: 11th European Workshop on Structural Health Monitoring (EWSHM 2024), June 10-13, 2024 in Potsdam, Germany, NDT.net, 2024, pp. 1 - 8 (atti di: 11th European Workshop on Structural Health Monitoring (EWSHM 2024), Potsdam, Germany, June 10-13, 2024) [Contribution to conference proceedings]

Zonzini, Federica; Ragusa, Edoardo; De Marchi, Luca; Gastaldo, Paolo, Evaluating the Effect of Intrinsic Sensor Noise for Vibration Diagnostic in the Compressed Domain Using Convolutional Neural Networks, in: Lecture Notes in Electrical Engineering book series, Springer, 2024, 1110, pp. 103 - 108 (atti di: Applications in Electronics Pervading Industry, Environment and Society. ApplePies 2023., Genova, 28-29 Settembre 2023) [Contribution to conference proceedings]

Matteo Zauli, Marco Pirazzi, Federica Zonzini, Luca De Marchi, Exploiting Nano Aerial Vehicles as Sensor Nodes for Wireless Vibration Monitoring, in: 2024 IEEE Sensors Applications Symposium (SAS), 2024, pp. 1 - 6 (atti di: 2024 IEEE Sensors Applications Symposium (SAS), Napoli, 22-26 July 2024) [Contribution to conference proceedings]

Zonzini, Federica; Testoni, Nicola; Palermo, Antonio; De Marchi, Luca; Mennuti, Canio; Augugliaro, Giuseppe; Marzani, Alessandro, Green Wireless Sensing Network for Structural Health Monitoring: A Vertical Approach, in: 2024 IEEE International Symposium on Measurements & Networking (M&N), 2024, pp. 1 - 6 (atti di: 2024 IEEE International Symposium on Measurements & Networking (M&N), Roma, 2-5 luglio 2024) [Contribution to conference proceedings]

Zonzini, Federica; Peppi, Lorenzo Mistral; De Renzis, Lucilla; Vignati, Giulio; Manfrini, Luigi; De Marchi, Luca, High precision photosynthetically active radiation estimation via a sensor-near AI architecture and low-cost sensors, in: 2024 IEEE Sensors Applications Symposium (SAS), 2024, pp. 1 - 6 (atti di: 2024 IEEE Sensors Applications Symposium (SAS), Napoli, 23-25 Luglio 2024) [Contribution to conference proceedings]

Celli, Roberto; Zauli, Matteo; Zonzini, Federica; Arcobelli, VALERIO ANTONIO; Mellone, Sabato; Spadotto, Alberto; Diemberger, Igor; DE MARCHI, Luca, Improving Auscultation in Wearable Health Devices Integrating MEMS Microphones and Accelerometers, in: Applications in Electronics Pervading Industry, Environment and Society, 2024, pp. 90 - 97 (atti di: ApplePies 2024, Torino, 19th and 20th September 2024) [Contribution to conference proceedings]

Gigli, Lorenzo; Zyrianoff, Ivan; Zonzini, Federica; Bogomolov, Denis; Testoni, Nicola; Felice, Marco Di; De Marchi, Luca; Augugliaro, Giuseppe; Mennuti, Canio; Marzani, Alessandro, Next Generation Edge-Cloud Continuum Architecture for Structural Health Monitoring, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2024, 20, Article number: 10373409 , pp. 5874 - 5887 [Scientific article]Open Access

Zonzini, Federica; Xiang, Wenliang; Marchi, Luca De, Spiking Neural Networks for Energy-efficient Acoustic Emission-Based Monitoring, «IEEE OPEN JOURNAL OF INSTRUMENTATION AND MEASUREMENT», 2024, 3, Article number: 10734354 , pp. 1 - 14 [Scientific article]Open Access

Ragusa, Edoardo; Zonzini, Federica; Gastaldo, Paolo; Zunino, Rodolfo; De Marchi, Luca, Towards Energy-Efficient Smart Sensing Nodes for Automatic Structural Health Monitoring, in: Proceedings of SIE 2024, Cham, Springer, 2024, pp. 422 - 428 (atti di: LV Annual Meeting of the Italian Society of Electronics, Genova, 26-28 Giugno 2024) [Contribution to conference proceedings]

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