Fabio Depaoli

Research topic

AI for new generation manufacturing systems

Tutors

• Enrico Macii
• Santa Di Cataldo

Research presentation

Poster

Bachelor of Science

• Programming techniques. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Programming techniques. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

• EDA - Electronic Design Automation (DAUIN)

• Depaoli, Fabio; Hosseini, Seyed Mohammad Mehdi; Macii, Enrico; Ponzio, Francesco; Di ... (In stampa)
  Fixed Point-Aware Regularization of Physics-Informed Neural Networks. In: 33th Italian Workshop on Neural Networks, Vietri sul Mare, 4th-6th June 2025
  Contributo in Atti di Convegno (Proceeding)
• Depaoli, Fabio; Ponzio, Francesco; Macii, Enrico; Di Cataldo, Santa (2026)
  Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning. In: JOURNAL OF INTELLIGENT MANUFACTURING. ISSN 0956-5515
  Contributo su Rivista
• Hosseini, Seyed Mohammad Mehdi; Depaoli, Fabio; Ponzio, Francesco; De Giorgi, Simone; ... (2025)
  Inspecting Defects of EB-PBF Components with Active Thermography and Deep Learning: A Feasibility Study. In: 30th International Conference on Emerging Technologies and Factory Automation, Porto (PT), 9th-12th September 2025. ISBN: 979-8-3315-5383-8
  Contributo in Atti di Convegno (Proceeding)
• Depaoli, Fabio; Felicioni, Stefano; Ponzio, Francesco; Aliberti, Alessandro; Macii, ... (2024)
  Physics-Informed Neural Networks: a step towards data-driven optimization of additive manufacturing. In: IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), Padova (Italy), 10th-13th September 2024. ISBN: 979-8-3503-6123-0
  Contributo in Atti di Convegno (Proceeding)
• Alamin, Khaled Sidahmed Sidahmed; Appello, Davide; Beghi, Alessandro; Dall’Ora, Nicola; ... (2024)
  An AI-Enabled Framework for Smart Semiconductor Manufacturing. In: Design, Automation and Test in Europe Conference (DATE 2024), Valencia (Spain), 25 - 27 March 2024. ISBN: 978-3-9819263-8-5
  Contributo in Atti di Convegno (Proceeding)