Archivio Istituzionale della RicercaDEPAOLI, FABIO
DEPAOLI, FABIO
Dipartimento di Automatica e Informatica
051421
Fixed Point-Aware Regularization of Physics-Informed Neural Networks
In corso di stampa Depaoli, Fabio; Hosseini, Seyed Mohammad Mehdi; Macii, Enrico; Ponzio, Francesco; Di Cataldo, Santa
Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning
2026 Depaoli, Fabio; Ponzio, Francesco; Macii, Enrico; Di Cataldo, Santa
Inspecting Defects of EB-PBF Components with Active Thermography and Deep Learning: A Feasibility Study
2025 Hosseini, Seyed Mohammad Mehdi; Depaoli, Fabio; Ponzio, Francesco; De Giorgi, Simone; Rizza, Giovanni; Tognoli, Emanuele; Colombini, Giulia; Galati, Manuela; Di Cataldo, Santa
An AI-Enabled Framework for Smart Semiconductor Manufacturing
2024 Alamin, Khaled Sidahmed Sidahmed; Appello, Davide; Beghi, Alessandro; Dall’Ora, Nicola; Depaoli, Fabio; Di Cataldo, Santa; Fummi, Franco; Gaiardelli, Sebastiano; Lora, Michele; Macii, Enrico; Mascolini, Alessio; Pagano, Daniele; Ponzio, Francesco; Antonio Susto, Gian; Vinco, Sara
Physics-Informed Neural Networks: a step towards data-driven optimization of additive manufacturing
2024 Depaoli, Fabio; Felicioni, Stefano; Ponzio, Francesco; Aliberti, Alessandro; Macii, Enrico; Bondioli, Federica; Padovano, Elisa; DI CATALDO, Santa
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Fixed Point-Aware Regularization of Physics-Informed Neural Networks / Depaoli, F., Hosseini, S.M.M., Macii, E., Ponzio, F., Di Cataldo, S.. - (In corso di stampa). (33th Italian Workshop on Neural Networks Vietri sul Mare 4th-6th June 2025). | In corso di stampa | Depaoli, FabioHosseini, Seyed Mohammad MehdiMacii, EnricoPonzio, FrancescoDi Cataldo, Santa | - |
| Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning / Depaoli, F., Ponzio, F., Macii, E., Di Cataldo, S.. - In: JOURNAL OF INTELLIGENT MANUFACTURING. - ISSN 0956-5515. - (2026). [10.1007/s10845-026-02820-8] | 1-gen-2026 | Depaoli, FabioPonzio, FrancescoMacii, EnricoDi Cataldo, Santa | s10845-026-02820-8.pdf |
| Inspecting Defects of EB-PBF Components with Active Thermography and Deep Learning: A Feasibility Study / Hosseini, S.M.M., Depaoli, F., Ponzio, F., De Giorgi, S., Rizza, G., Tognoli, E., Colombini, G., Galati, M., Di Cataldo, S.. - (2025). (30th International Conference on Emerging Technologies and Factory Automation Porto (PT) 9th-12th September 2025) [10.1109/ETFA65518.2025.11205639]. | 1-gen-2025 | Hosseini, Seyed Mohammad MehdiDepaoli, FabioPonzio, FrancescoDe Giorgi, SimoneRizza, GiovanniGalati, ManuelaDi Cataldo, Santa + | Inspecting_Defects_of_EB-PBF_Components_with_Active_Thermography_and_Deep_Learning_A_Feasibility_Study.pdf |
| An AI-Enabled Framework for Smart Semiconductor Manufacturing / Alamin, K.S.S., Appello, D., Beghi, A., Dall’Ora, N., Depaoli, F., Di Cataldo, S., Fummi, F., Gaiardelli, S., Lora, M., Macii, E., Mascolini, A., Pagano, D., Ponzio, F., Antonio Susto, G., Vinco, S.. - ELETTRONICO. - (2024). (Design, Automation and Test in Europe Conference (DATE 2024) Valencia (Spain) 25 - 27 March 2024). | 1-gen-2024 | Khaled Sidahmed Sidahmed AlaminFabio DepaoliSanta Di CataldoEnrico MaciiAlessio MascoliniFrancesco PonzioSara Vinco + | 2023_DATE_MPPj_SMART_IC (3).pdf; An_AI-Enabled_Framework_for_Smart_Semiconductor_Manufacturing.pdf |
| Physics-Informed Neural Networks: a step towards data-driven optimization of additive manufacturing / Depaoli, F., Felicioni, S., Ponzio, F., Aliberti, A., Macii, E., Bondioli, F., Padovano, E., DI CATALDO, S.. - ELETTRONICO. - (2024). (IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA) Padova (Italy) 10th-13th September 2024) [10.1109/ETFA61755.2024.10710827]. | 1-gen-2024 | Fabio DepaoliStefano FelicioniFrancesco PonzioAlessandro AlibertiEnrico MaciiFederica BondioliElisa PadovanoSanta Di Cataldo | Physics-Informed_Neural_Networks_A_Step_Towards_Data-Driven_Optimization_of_Additive_Manufacturing.pdf |