Archivio Istituzionale della RicercaFUMMI, FRANCO
AN Open Source Design Exploration Tool For Battery And Coolant Configuration
In corso di stampa Tosoni, Francesco; Chen, Yukai; Poncino, Massimo; Fummi, Franco; Vinco, Sara
Accelerating Battery Pack Design via Modular Electro-Thermal Simulation Frameworks
2026 Tosoni, Francesco; Chen, Yukai; Poncino, Massimo; Fummi, Franco; Vinco, Sara
Dif4FF: Leveraging Multimodal Diffusion Models and Graph Neural Networks for Accurate New Fashion Product Performance Forecasting
2025 Avogaro, Andrea; Capogrosso, Luigi; Fummi, Franco; Cristani, Marco
Modeling and Simulation of Thermal Faults in Batteries for Enhanced Safety
2025 Tosoni, Francesco; Vinco, Sara; Fummi, Franco
SITUATE: Indoor Human Trajectory Prediction Through Geometric Features and Self-supervised Vision Representation
2025 Capogrosso, Luigi; Toaiari, Andrea; Avogaro, Andrea; Khan, Uzair; Jivoji, Aditya; Fummi, Franco; Cristani, Marco
Special Session: D-MATE: A Design Methodology for Connecting Automatic Test Equipment in Industry 4.0
2025 Biondani, Francesco; Tosoni, Francesco; Dall’Ora, Nicola; Fraccaroli, Enrico; Vinco, Sara; Seon Cheng, Dong; Fummi, Franco
Validating the Design of CPS: Interfacing Simulations of Multi-Physics Components and Software with Contract-Based Monitoring
2025 Bruns, Friederike; Tosoni, Francesco; Mehlhop, Sven; Rauh, Andreas; Vinco, Sara; Walter, Jörg; Oppenheimer, Frank; Fummi, Franco
A Machine Learning-Oriented Survey on Tiny Machine Learning
2024 Capogrosso, Luigi; Cunico, Federico; Cheng, Dong Seon; Fummi, Franco; Cristani, Marco
Cross-domain Analog Fault Injection for Designing Robust Smart Systems
2024 Tosoni, Francesco; Dall’Ora, Nicola; Fraccaroli, Enrico; Vinco, Sara; Fummi, Franco
Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection
2024 Capogrosso, Luigi; Girella, Federico; Taioli, Francesco; Chiara, Michele; Aqeel, Muhammad; Fummi, Franco; Setti, Francesco; Cristani, Marco
Enhancing Safety and Privacy in Industry 4.0: The ICE Laboratory Case Study
2024 Cunico, Federico; Aldegheri, Stefano; Avogaro, Andrea; Boldo, Michele; Bombieri, Nicola; Capogrosso, Luigi; Caputo, Ariel; Carra, Damiano; Centomo, Stefano; Cheng, Dong Seon; Cinquetti, Ettore; Cristani, Marco; Marchi, Mirco De; Demrozi, Florenc; Emporio, Marco; Fummi, Franco; Geretti, Luca; Germiniani, Samuele; Giachetti, Andrea; Girella, Federico; Martini, Enrico; Menegaz, Gloria; Muijs, Niek; Paci, Federica; Panato, Marco; Pravadelli, Graziano; Quintarelli, Elisa; Siviero, Ilaria; Storti, Silvia Francesca; Tadiello, Carlo; Turetta, Cristian; Villa, Tiziano; Zannone, Nicola; Quaglia, Davide
Enhancing Split Computing and Early Exit Applications through Predefined Sparsity
2024 Capogrosso, Luigi; Fraccaroli, Enrico; Petrozziello, Giulio; Setti, Francesco; Chakraborty, Samarjit; Fummi, Franco; Cristani, Marco
Learning-Enabled CPS for Edge-Cloud Computing
2024 Capogrosso, Luigi; Xu, Shengjie; Fraccaroli, Enrico; Cristani, Marco; Fummi, Franco; Chakraborty, Samarjit
Leveraging Latent Diffusion Models for Training-Free in-Distribution Data Augmentation for Surface Defect Detection
2024 Girella, Federico; Liu, Ziyue; Fummi, Franco; Setti, Francesco; Cristani, Marco; Capogrosso, Luigi
MTL-Split: Multi-Task Learning for Edge Devices using Split Computing
2024 Capogrosso, Luigi; Fraccaroli, Enrico; Chakraborty, Samarjit; Fummi, Franco; Cristani, Marco
Multidomain Fault Models Covering the Analog Side of a Smart or Cyber-Physical System
2024 Tosoni, F.; Dall'Ora, N.; Fraccaroli, E.; Vinco, S.; Fummi, F.
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
HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package
2023 Capogrosso, L; Geretti, L; Cristani, M; Fummi, F; Villa, T
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| AN Open Source Design Exploration Tool For Battery And Coolant Configuration / Tosoni, Francesco; Chen, Yukai; Poncino, Massimo; Fummi, Franco; Vinco, Sara. - ELETTRONICO. - (In corso di stampa). ( Design, Automation and Test in Europe Conference Verona (ITA) 20-22 April 2026). | In corso di stampa | Yukai ChenMassimo PoncinoFranco FummiSara Vinco + | DATE_2026_thermal_paper_CAMERA_READY.pdf |
| Accelerating Battery Pack Design via Modular Electro-Thermal Simulation Frameworks / Tosoni, Francesco; Chen, Yukai; Poncino, Massimo; Fummi, Franco; Vinco, Sara. - ELETTRONICO. - (2026). ( International Symposium on Industrial Electronics (ISIE) Nagoya, Japan ). | 1-gen-2026 | Yukai ChenMassimo PoncinoFranco FummiSara Vinco + | - |
| Dif4FF: Leveraging Multimodal Diffusion Models and Graph Neural Networks for Accurate New Fashion Product Performance Forecasting / Avogaro, A., Capogrosso, L., Fummi, F., Cristani, M.. - 15308:(2025), pp. 97-112. (27th International Conference on Pattern Recognition (ICPR 2024) Kolkata, West Bengal, India December 01 - 05, 2024) [10.1007/978-3-031-78186-5_7]. | 1-gen-2025 | Capogrosso, LuigiFummi, Franco + | 978-3-031-78186-5_7.pdf |
| Modeling and Simulation of Thermal Faults in Batteries for Enhanced Safety / Tosoni, F., Vinco, S., Fummi, F.. - ELETTRONICO. - (2025), pp. 115-118. (2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) Lyon (FRA) 05-07 May 2025) [10.1109/DDECS63720.2025.11006771]. | 1-gen-2025 | Sara VincoFranco Fummi + | DDECS25_Battery_design.pdf; Modeling_and_Simulation_of_Thermal_Faults_in_Batteries_for_Enhanced_Safety.pdf |
| SITUATE: Indoor Human Trajectory Prediction Through Geometric Features and Self-supervised Vision Representation / Capogrosso, L., Toaiari, A., Avogaro, A., Khan, U., Jivoji, A., Fummi, F., Cristani, M.. - ELETTRONICO. - 15316:(2025), pp. 364-379. (27th International Conference on Pattern Recognition (ICPR 2024) Kolkata, West Bengal, India December 01 - 05, 2024) [10.1007/978-3-031-78444-6_24]. | 1-gen-2025 | Capogrosso, LuigiFummi, Franco + | 978-3-031-78444-6_24.pdf |
| Special Session: D-MATE: A Design Methodology for Connecting Automatic Test Equipment in Industry 4.0 / Biondani, F., Tosoni, F., Dall’Ora, N., Fraccaroli, E., Vinco, S., Seon Cheng, D., Fummi, F.. - (2025). (IEEE Latin American Test Symposium 2025 San Andrés Island (COL) March 11-14 2025) [10.1109/LATS65346.2025.10963954]. | 1-gen-2025 | Sara VincoFranco Fummi + | OPC_UA_Companion_Specification_Testing_Machinery_LATS2025.pdf; Special_Session_D-MATE_A_Design_Methodology_for_Connecting_Automatic_Test_Equipment_in_Industry_4.0.pdf |
| Validating the Design of CPS: Interfacing Simulations of Multi-Physics Components and Software with Contract-Based Monitoring / Bruns, F., Tosoni, F., Mehlhop, S., Rauh, A., Vinco, S., Walter, J., Oppenheimer, F., Fummi, F.. - ELETTRONICO. - (2025), pp. 35-40. (International Conference on Methods and Models in Automation and Robotics, MMAR Miedzyzdroje (POL) 26-29 August 2025) [10.1109/MMAR65820.2025.11150819]. | 1-gen-2025 | Sara VincoFranco Fummi + | DATE_2025_Fault_Detection.pdf; Validating_the_Design_of_CPS_Interfacing_Simulations_of_Multi-Physics_Components_and_Software_with_Contract-Based_Monitoring.pdf |
| A Machine Learning-Oriented Survey on Tiny Machine Learning / Capogrosso, L., Cunico, F., Cheng, D.S., Fummi, F., Cristani, M.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 23406-23426. [10.1109/access.2024.3365349] | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | A_Machine_Learning-Oriented_Survey_on_Tiny_Machine_Learning.pdf |
| Cross-domain Analog Fault Injection for Designing Robust Smart Systems / Tosoni, F., Dall’Ora, N., Fraccaroli, E., Vinco, S., Fummi, F.. - ELETTRONICO. - (2024). (Forum on specification & Design Languages (FDL) Stockholm (SWE) 04-06 September 2024) [10.1109/FDL63219.2024.10673865]. | 1-gen-2024 | Sara VincoFranco Fummi + | 2024_Conf_Assessing_Robustness_of_Smart_Systems_via_Multi_domain_Analog_Fault_Simulation_FDL (1).pdf; 2024_Conf_Assessing_Robustness_of_Smart_Systems_via_Multi_domain_Analog_Fault_Simulation_FDL.pdf |
| Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection / Capogrosso, L., Girella, F., Taioli, F., Chiara, M., Aqeel, M., Fummi, F., Setti, F., Cristani, M.. - ELETTRONICO. - 2:(2024), pp. 409-416. (19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications Rome, Italy 27 - 29 February, 2024) [10.5220/0012350400003660]. | 1-gen-2024 | Capogrosso, LuigiTaioli, FrancescoFummi, Franco + | - |
| Enhancing Safety and Privacy in Industry 4.0: The ICE Laboratory Case Study / Cunico, F., Aldegheri, S., Avogaro, A., Boldo, M., Bombieri, N., Capogrosso, L., Caputo, A., Carra, D., Centomo, S., Cheng, D.S., Cinquetti, E., Cristani, M., Marchi, M.D., Demrozi, F., Emporio, M., Fummi, F., Geretti, L., Germiniani, S., Giachetti, A., Girella, F., et al.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 154570-154599. [10.1109/access.2024.3479411] | 1-gen-2024 | Bombieri, NicolaCapogrosso, LuigiFummi, FrancoPaci, FedericaPravadelli, GrazianoQuintarelli, ElisaVilla, TizianoQuaglia, Davide + | Enhancing_Safety_and_Privacy_in_Industry_4.0_The_ICE_Laboratory_Case_Study.pdf |
| Enhancing Split Computing and Early Exit Applications through Predefined Sparsity / Capogrosso, L., Fraccaroli, E., Petrozziello, G., Setti, F., Chakraborty, S., Fummi, F., Cristani, M.. - ELETTRONICO. - (2024), pp. 1-8. (27th Forum on Specification and Design Languages (FDL) Stockholm (SWE) 04 - 06 September 2024) [10.1109/fdl63219.2024.10673767]. | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | Enhancing_Split_Computing_and_Early_Exit_Applications_through_Predefined_Sparsity.pdf |
| Learning-Enabled CPS for Edge-Cloud Computing / Capogrosso, L., Xu, S., Fraccaroli, E., Cristani, M., Fummi, F., Chakraborty, S.. - ELETTRONICO. - (2024), pp. 132-139. (14th International Symposium on Industrial Embedded Systems (SIES) Chengdu (CHN) 23 - 25 October 2024) [10.1109/sies62473.2024.10767956]. | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | Learning-Enabled_CPS_for_Edge-Cloud_Computing.pdf |
| Leveraging Latent Diffusion Models for Training-Free in-Distribution Data Augmentation for Surface Defect Detection / Girella, F., Liu, Z., Fummi, F., Setti, F., Cristani, M., Capogrosso, L.. - ELETTRONICO. - (2024), pp. 1-7. (International Conference on Content-Based Multimedia Indexing (CBMI) Reykjavik, Iceland 18-20 September 2024) [10.1109/cbmi62980.2024.10858875]. | 1-gen-2024 | Liu, ZiyueFummi, FrancoCapogrosso, Luigi + | Leveraging_Latent_Diffusion_Models_for_Training-Free_in-Distribution_Data_Augmentation_for_Surface_Defect_Detection.pdf |
| MTL-Split: Multi-Task Learning for Edge Devices using Split Computing / Capogrosso, L., Fraccaroli, E., Chakraborty, S., Fummi, F., Cristani, M.. - ELETTRONICO. - (2024), pp. 1-6. (DAC '24: 61st ACM/IEEE Design Automation Conference San Francisco, CA (USA) June 23 - 27, 2024) [10.1145/3649329.3655686]. | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | 3649329.3655686.pdf |
| Multidomain Fault Models Covering the Analog Side of a Smart or Cyber-Physical System / Tosoni, F., Dall'Ora, N., Fraccaroli, E., Vinco, S., Fummi, F.. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 73:3(2024), pp. 829-841. [10.1109/TC.2023.3345135] | 1-gen-2024 | Vinco S.Fummi F. + | Multidomain_Fault_Models_Covering_the_Analog_Side_of_a_Smart_or_CyberPhysical_System.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 |
| HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package / Capogrosso, L., Geretti, L., Cristani, M., Fummi, F., Villa, T.. - (2023), pp. 87-90. (26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) Tallinn (EST) May 3-5, 2023) [10.1109/DDECS57882.2023.10139480]. | 1-gen-2023 | Capogrosso, LFummi, FVilla, T + | HermesBDD_A_Multi-Core_and_Multi-Platform_Binary_Decision_Diagram_Package.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 |