Archivio Istituzionale della RicercaDI CATALDO, SANTA
DI CATALDO, SANTA
Dipartimento di Automatica e Informatica
019491
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
An IoT ecosystem for data management of laser-based powder bed fusion of polymers
2026 Fontana Crespo, Rafael Natalio; Di Cataldo, Santa; Patti, Edoardo
Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning
2026 Depaoli, Fabio; Ponzio, Francesco; Macii, Enrico; Di Cataldo, Santa
Renal Cell Carcinoma subtyping: Learning from multi-resolution localization
2026 Mohamad, Mohamad; Ponzio, Francesco; Di Cataldo, Santa; Ambrosetti, Damien; Descombes, Xavier
Uncertainty-aware AI for tumor subtyping with histology and immunohistochemistry: A multi-center study in Renal Cell Carcinoma
2026 Hosseini, Seyed Mohammad Mehdi; Hannetel, Paul; Di Cataldo, Santa; Descombes, Xavier; Sibony, Mathilde; Decaussin, Myriam; Ponzio, Francesco; Ambrosetti, Damien
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
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing
2025 Cannizzaro, Davide; Antonioni, Paolo; Ponzio, Francesco; Galati, Manuela; Patti, Edoardo; Di Cataldo, Santa
A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring
2024 Gaiardelli, Sebastiano; Dall’Ora, Nicola; Ponzio, Francesco; Fraccaroli, Enrico; Fummi, Franco; Di Cataldo, Santa; Vinco, Sara
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
VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge
2024 Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; Di Cataldo, Santa; Fummi, Franco
A Distributed Software Platform for Additive Manufacturing
2023 FONTANA CRESPO, RAFAEL NATALIO; Cannizzaro, Davide; Bottaccioli, Lorenzo; Macii, Enrico; Patti, Edoardo; DI CATALDO, Santa
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0
2023 Capogrosso, Luigi; Mascolini, Alessio; Girella, Federico; Skenderi, Geri; Gaiardelli, Sebastiano; Dall'Ora, Nicola; Ponzio, Francesco; Fraccaroli, Enrico; DI CATALDO, Santa; Vinco, Sara; Macii, Enrico; Fummi, Franco; Cristani, Marco
Robotic Arm Dataset (RoAD): a Dataset to Support the Design and Test of Machine Learning-driven Anomaly Detection in a Production Line
2023 Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; DI CATALDO, Santa; Fummi, Franco
W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality
2023 Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa
e-Pupil: IoT-based Augmentative and Alternative Communication device exploiting the pupillary near-reflex
2022 Chiarion, Giovanni; Ponzio, Francesco; Terna, Stefano; Moglia, Cristina; Patti, Edoardo; DI CATALDO, Santa; Roatta, Silvestro
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations
2022 Mascolini, Alessio; Cardamone, Dario; Ponzio, Francesco; Di Cataldo, Santa; Ficarra, Elisa
High Resolution Explanation Maps for CNNs using Segmentation Networks
2022 Mascolini, Alessio; Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa
In-situ defect detection of metal Additive Manufacturing: an integrated framework
2022 Cannizzaro, Davide; Varrella, Antonio Giuseppe; Paradiso, Stefano; Sampieri, Roberta; Chen, Yukai; Macii, Alberto; Patti, Edoardo; Di Cataldo, Santa
Quality inspection of critical aircraft engine components: towards full automation
2022 Cannizzaro, Davide; Simone, Filomena; Illgner-Fehns, Klaus; Mata, Sara; Mondino, Ivan; Ghiazza, Alberto; Poncino, Massimo; 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 | - |
| An IoT ecosystem for data management of laser-based powder bed fusion of polymers / Fontana Crespo, R.N., Di Cataldo, S., Patti, E. - In: Fundamentals of Laser-Based Powder Bed Fusion of Polymers / Pei E., Seepersad C., Kleszczynski S., Lakomiec M.. - [s.l] : Elsevier, 2026. - ISBN 9780443299988. - pp. 299-320 [10.1016/B978-0-443-29998-8.00011-8] | 1-gen-2026 | Rafael Fontana Natalio CrespoSanta Di CataldoEdoardo Patti | - |
| 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 |
| Renal Cell Carcinoma subtyping: Learning from multi-resolution localization / Mohamad, M., Ponzio, F., Di Cataldo, S., Ambrosetti, D., Descombes, X.. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - 274:(2026). [10.1016/j.cmpb.2025.109155] | 1-gen-2026 | Ponzio, FrancescoDi Cataldo, Santa + | cmpb-m2.pdf; 1-s2.0-S0169260725005711-main.pdf |
| Uncertainty-aware AI for tumor subtyping with histology and immunohistochemistry: A multi-center study in Renal Cell Carcinoma / Hosseini, Seyed Mohammad Mehdi; Hannetel, Paul; Di Cataldo, Santa; Descombes, Xavier; Sibony, Mathilde; Decaussin, Myriam; Ponzio, Francesco; Ambrosetti, Damien. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - 282:(2026). [10.1016/j.cmpb.2026.109373] | 1-gen-2026 | Hosseini, Seyed Mohammad MehdiDi Cataldo, SantaPonzio, Francesco + | _RCC___Paper_Revision_Complete____Uncertainty_aware_Renal_Cell_Carcinoma_Subtype_Classification.pdf; Uncertainty-aware AI for tumor subtyping RCC.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 |
| Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing / Cannizzaro, D., Antonioni, P., Ponzio, F., Galati, M., Patti, E., Di Cataldo, S.. - In: JOURNAL OF INTELLIGENT MANUFACTURING. - ISSN 0956-5515. - 36:(2025), pp. 2105-2119. [10.1007/s10845-024-02359-6] | 1-gen-2025 | Cannizzaro, DavideAntonioni, PaoloPonzio, FrancescoGalati, ManuelaPatti, EdoardoDi Cataldo, Santa | s10845-024-02359-6.pdf |
| A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring / Gaiardelli, S., Dall’Ora, N., Ponzio, F., Fraccaroli, E., Fummi, F., Di Cataldo, S., Vinco, S.. - ELETTRONICO. - (2024). (The 25th IEEE International Conference on Industrial Technology (ICIT 2024) Bristol (UK) 25-27 March, 2024) [10.1109/ICIT58233.2024.10541026]. | 1-gen-2024 | Francesco PonzioSanta Di CataldoSara Vinco + | A_Data_Fusion_Service_Oriented_Infrastructure_for_Production_Line_Monitoring_ICIT.pdf; A_Data_Fusion_Service-Oriented_Infrastructure_for_Production_Line_Monitoring.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 |
| VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge / Mascolini, A., Gaiardelli, S., Ponzio, F., Dall’Ora, N., Macii, E., Vinco, S., Di Cataldo, S., Fummi, F.. - ELETTRONICO. - (2024). (DAC '24: 61st ACM/IEEE Design Automation Conference San Francisco (USA) June 23-27, 2024) [10.1145/3649329.3655691]. | 1-gen-2024 | Mascolini, AlessioPonzio, FrancescoMacii, EnricoVinco, SaraDi Cataldo, SantaFummi, Franco + | 3649329.3655691.pdf; 2409.14816v2.pdf |
| A Distributed Software Platform for Additive Manufacturing / FONTANA CRESPO, R.N., Cannizzaro, D., Bottaccioli, L., Macii, E., Patti, E., DI CATALDO, S.. - (2023). (IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2023) Sinaia, Romania 12-15 September 2023) [10.1109/ETFA54631.2023.10275694]. | 1-gen-2023 | Rafael Natalio Fontana CrespoDavide CannizzaroLorenzo BottaccioliEnrico MaciiEdoardo PattiSanta Di Cataldo | Paper_AM_Rafael.pdf; A_Distributed_Software_Platform_for_Additive_Manufacturing.pdf |
| Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0 / Capogrosso, L., Mascolini, A., Girella, F., Skenderi, G., Gaiardelli, S., Dall'Ora, N., Ponzio, F., Fraccaroli, E., DI CATALDO, S., Vinco, S., Macii, E., Fummi, F., Cristani, M.. - (2023), pp. 1-4. (Forum on specification & Design Languages Turin, Italy 13-15 September 2023) [10.1109/FDL59689.2023.10272095]. | 1-gen-2023 | Luigi CapogrossoAlessio MascoliniFrancesco PonzioSanta Di CataldoSara VincoEnrico MaciiFranco Fummi + | WildAndCrazyIdea_FDL2023.pdf; Neuro-Symbolic_Empowered_Denoising_Diffusion_Probabilistic_Models_for_Real-Time_Anomaly_Detection_in_Industry_4.0_Wild-and-Crazy-Idea_Paper.pdf |
| Robotic Arm Dataset (RoAD): a Dataset to Support the Design and Test of Machine Learning-driven Anomaly Detection in a Production Line / Mascolini, A., Gaiardelli, S., Ponzio, F., Dall’Ora, N., Macii, E., Vinco, S., DI CATALDO, S., Fummi, F.. - ELETTRONICO. - (2023), pp. -7. (The 49th Annual Conference of the IEEE Industrial Electronics Society Singapore, Singapore 16-19 October 2023) [10.1109/IECON51785.2023.10311726]. | 1-gen-2023 | Alessio MascoliniFrancesco PonzioEnrico MaciiSara VincoSanta Di CataldoFranco Fummi + | TAD_dataset.pdf; Robotic_Arm_Dataset_RoAD_A_Dataset_to_Support_the_Design_and_Test_of_Machine_Learning-Driven_Anomaly_Detection_in_a_Production_Line.pdf |
| W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality / Ponzio, F., Macii, E., Ficarra, E., Di Cataldo, S.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 214:(2023), p. 119121. [10.1016/j.eswa.2022.119121] | 1-gen-2023 | Ponzio, FrancescoMacii, EnricoFicarra, ElisaDi Cataldo, Santa | 1-s2.0-S095741742202139X-main.pdf; W2WNet__a_two_module_probabilistic_Convolutional_Neural_Network_with_embedded_data_cleansing_functionality.pdf |
| e-Pupil: IoT-based Augmentative and Alternative Communication device exploiting the pupillary near-reflex / Chiarion, G., Ponzio, F., Terna, S., Moglia, C., Patti, E., DI CATALDO, S., Roatta, S.. - In: IEEE ACCESS. - ISSN 2169-3536. - 10:(2022), pp. 130078-130088. [10.1109/ACCESS.2022.3229143] | 1-gen-2022 | Giovanni ChiarionFrancesco PonzioEdoardo PattiSanta Di CataldoSilvestro Roatta + | CR_e-Pupil_IoT-Based_Augmentative_and_Alternative_Communication_Device_Exploiting_the_Pupillary_Near-Reflex.pdf |
| Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations / Mascolini, A., Cardamone, D., Ponzio, F., Di Cataldo, S., Ficarra, E.. - In: BMC BIOINFORMATICS. - ISSN 1471-2105. - 23:1(2022). [10.1186/s12859-022-04845-1] | 1-gen-2022 | Mascolini, AlessioPonzio, FrancescoDi Cataldo, Santa + | s12859-022-04845-1.pdf |
| High Resolution Explanation Maps for CNNs using Segmentation Networks / Mascolini, A., Ponzio, F., Macii, E., Ficarra, E., Di Cataldo, S.. - (2022), pp. 1-3. (2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Rome (Italy) 12-16 September 2022) [10.1109/VL/HCC53370.2022.9833004]. | 1-gen-2022 | Mascolini, AlessioPonzio, FrancescoMacii, EnricoDi Cataldo, Santa + | VLHCC_2022_Camera_Ready (3).pdf; High_Resolution_Explanation_Maps_for_CNNs_using_Segmentation_Networks.pdf |
| In-situ defect detection of metal Additive Manufacturing: an integrated framework / Cannizzaro, D., Varrella, A.G., Paradiso, S., Sampieri, R., Chen, Y., Macii, A., Patti, E., Di Cataldo, S.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - 10:1(2022), pp. 74-86. [10.1109/TETC.2021.3108844] | 1-gen-2022 | Cannizzaro, DavideParadiso, StefanoChen, YukaiMacii, AlbertoPatti, EdoardoDi Cataldo, Santa + | TETC_Additive_platform.pdf; In-Situ_Defect_Detection_of_Metal_Additive_Manufacturing_An_Integrated_Framework.pdf |
| Quality inspection of critical aircraft engine components: towards full automation / Cannizzaro, D., Simone, F., Illgner-Fehns, K., Mata, S., Mondino, I., Ghiazza, A., Poncino, M., Di Cataldo, S.. - ELETTRONICO. - (2022). (2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Stuttgart (DE) 6th-9th September 2022) [10.1109/ETFA52439.2022.9921542]. | 1-gen-2022 | Cannizzaro, DavidePoncino, MassimoDi Cataldo, Santa + | Quality inspection of critical aircraft engine components towards full automation.pdf; Quality_inspection_of_critical_aircraft_engine_components_towards_full_automation.pdf |