Archivio Istituzionale della RicercaMACII, Enrico
MACII, Enrico
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
002042
Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning
2026 Depaoli, Fabio; Ponzio, Francesco; Macii, Enrico; Di Cataldo, Santa
End-to-end Automated Deep Neural Network Optimization for PPG-based Blood Pressure Estimation on Wearables
2026 Carlucci, Francesco; Pollo, Giovanni; Wang, Xiaying; Poncino, Massimo; Macii, Enrico; Benini, Luca; Vinco, Sara; Burrello, Alessio; Jahier Pagliari, Daniele
FedAGF: Adaptive Concurrency via Gradient Feedback for Mitigating Extreme Label Skew in Budget-Constrained Federated Learning
2026 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning
2026 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
Runtime Feature Compression for Adaptive Keyword Spotting on Embedded Systems
2026 Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo
The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping
2026 Urgese, Gianvito; Fra, Vittorio; Pignata, Andrea; Fanuli, Giuseppe; Gomez, Walter Gallego; Pignari, Riccardo; Barocci, Michelangelo; Leto, Benedetto; Tilocca, Salvatore; Cassetta, Nicola; Montuschi, Paolo; Macii, Enrico
The Smart Inertial Device Data from Human Activities dataset
2026 Pignari, Riccardo; Leto, Bendetto; Quer, Stefano; Macii, Enrico; Urgese, Gianvito; Fra, Vittorio
A scalable and flexible solution to evaluate the effects of the integration of photovoltaic distributed generation systems within the electrical grid
2025 Massano, Marco; Domingo, Carlos Mateo; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo
Advancing Electric Vehicle Battery Management: A Data-Driven Digital Twin Approach for Real-Time Monitoring and Performance Enhancement
2025 Alamin, Khaled Sidahmed Sidahmed; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara
Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzles
2025 Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Foundation Models for Structural Health Monitoring
2025 Benfenati, Luca; Pagliari, Daniele Jahier; Zanatta, Luca; Velez, Yhorman Alexander Bedoya; Acquaviva, Andrea; Poncino, Massimo; Macii, Enrico; Benini, Luca; Burrello, Alessio
Path Integral Quantum Annealing Optimizations Validated on 0-1 Multidimensional Knapsack Problem
2025 Forno, Evelina; Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito
Variable-precision neuromorphic state space model for on-edge activity classification
2025 Leto, Benedetto; Urgese, Gianvito; Macii, Enrico; Fra, Vittorio
A comparative analysis of Machine Learning Techniques for short-term grid power forecasting and uncertainty analysis of Wave Energy Converters
2024 FONTANA CRESPO, RAFAEL NATALIO; Aliberti, Alessandro; Bottaccioli, Lorenzo; Pasta, Edoardo; Sirigu, SERGEJ ANTONELLO; Macii, Enrico; Mattiazzo, Giuliana; Patti, Edoardo
Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning
2024 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo
Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes
2024 Daghero, Francesco; Burrello, Alessio; Macii, Enrico; Montuschi, Paolo; Poncino, Massimo; JAHIER PAGLIARI, Daniele
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices
2024 Burrello, Alessio; Risso, Matteo; Motetti, BEATRICE ALESSANDRA; Macii, Enrico; Benini, Luca; JAHIER PAGLIARI, Daniele
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks
2024 Motetti, Beatrice Alessandra; Risso, Matteo; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele
Web-GIS Application for Hydrogeological Risk Prevention: The Case Study of Cervo Valley
2024 Aschieri, DAVIDE LORENZO DINO; Sobrino, Noemi; Macii, Enrico
A GIS Open-Data Co-Simulation Platform for Photovoltaic Integration in Residential Urban Areas
2023 Massano, Marco; Macii, Enrico; Lanzini, Andrea; Patti, Edoardo; Bottaccioli, Lorenzo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| End-to-end Automated Deep Neural Network Optimization for PPG-based Blood Pressure Estimation on Wearables / Carlucci, F., Pollo, G., Wang, X., Poncino, M., Macii, E., Benini, L., Vinco, S., Burrello, A., Jahier Pagliari, D.. - In: ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE. - ISSN 2691-1957. - 7:3(2026), pp. 1-27. [10.1145/3809503] | 1-gen-2026 | Carlucci, FrancescoPollo, GiovanniPoncino, MassimoMacii, EnricoVinco, SaraBurrello, AlessioJahier Pagliari, Daniele + | - |
| FedAGF: Adaptive Concurrency via Gradient Feedback for Mitigating Extreme Label Skew in Budget-Constrained Federated Learning / Malan, E., Peluso, V., Calimera, A., Macii, E.. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1549-8328. - ELETTRONICO. - (2026), pp. 1-14. [10.1109/tcsi.2026.3663070] | 1-gen-2026 | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico | main_final.pdf |
| Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning / Malan, E., Peluso, V., Calimera, A., Macii, E.. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - 7:2(2026), pp. 906-917. [10.1109/TAI.2025.3585090] | 1-gen-2026 | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico | TAI25_R1_FL_Learning_Rate___Final_Files.pdf; Refined_Two-Sided_Learning_Rate_Tuning_for_Robust_Evaluation_in_Federated_Learning.pdf |
| Runtime Feature Compression for Adaptive Keyword Spotting on Embedded Systems / Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - (2026), pp. 1-1. [10.1109/jiot.2026.3676917] | 1-gen-2026 | Peluso, ValentinoCalimera, AndreaMacii, EnricoMontuschi, Paolo | IOTJ_2025___KWS___Final_Files (2).pdf |
| The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping / Urgese, G., Fra, V., Pignata, A., Fanuli, G., Gomez, W.G., Pignari, R., Barocci, M., Leto, B., Tilocca, S., Cassetta, N., Montuschi, P., Macii, E.. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 13:9(2026), pp. 19286-19299. [10.1109/jiot.2026.3663902] | 1-gen-2026 | Urgese, GianvitoFra, VittorioPignata, AndreaFanuli, GiuseppeGomez, Walter GallegoPignari, RiccardoBarocci, MichelangeloLeto, BenedettoTilocca, SalvatoreCassetta, NicolaMontuschi, PaoloMacii, Enrico | The_inNuCE_Research_Infrastructure_and_the_Neuromorphic_MLOps_for_AIoT_Prototyping.pdf |
| The Smart Inertial Device Data from Human Activities dataset / Pignari, R., Leto, B., Quer, S., Macii, E., Urgese, G., Fra, V.. - In: SCIENTIFIC DATA. - ISSN 2052-4463. - ELETTRONICO. - (2026). [10.1038/s41597-026-06860-w] | 1-gen-2026 | Pignari, RiccardoQuer, StefanoMacii, EnricoUrgese, GianvitoFra, Vittorio + | s41597-026-06860-w_reference.pdf |
| A scalable and flexible solution to evaluate the effects of the integration of photovoltaic distributed generation systems within the electrical grid / Massano, M., Domingo, C.M., Macii, E., Patti, E., Bottaccioli, L.. - In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS. - ISSN 2352-4677. - 43:(2025). [10.1016/j.segan.2025.101732] | 1-gen-2025 | Massano, MarcoMacii, EnricoPatti, EdoardoBottaccioli, Lorenzo + | 1-s2.0-S2352467725001146-main.pdf |
| Advancing Electric Vehicle Battery Management: A Data-Driven Digital Twin Approach for Real-Time Monitoring and Performance Enhancement / Alamin, K.S.S., Chen, Y., Macii, E., Poncino, M., Vinco, S.. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 1939-9359. - 74:9(2025), pp. 13850-13864. [10.1109/TVT.2025.3565907] | 1-gen-2025 | Khaled Sidahmed Sidahmed AlaminYukai ChenEnrico MaciiMassimo PoncinoSara Vinco | main.pdf; Advancing_Electric_Vehicle_Battery_Management_A_Data-Driven_Digital_Twin_Approach_for_Real-Time_Monitoring_and_Performance_Enhancement.pdf |
| Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzles / Pignari, R., Fra, V., Macii, E., Urgese, G.. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - ELETTRONICO. - 6:8(2025), pp. 2061-2072. [10.1109/TAI.2025.3536428] | 1-gen-2025 | Riccardo PignariVittorio FraEnrico MaciiGianvito Urgese | IEEE_TAI_SNN_CSOP.pdf; Efficient_Solution_Validation_of_Constraint_Satisfaction_Problems_on_Neuromorphic_Hardware_The_Case_of_Sudoku_Puzzles.pdf |
| Foundation Models for Structural Health Monitoring / Benfenati, L., Pagliari, D.J., Zanatta, L., Velez, Y.A.B., Acquaviva, A., Poncino, M., Macii, E., Benini, L., Burrello, A.. - In: IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING. - ISSN 2377-3782. - ELETTRONICO. - 10:6(2025), pp. 1103-1115. [10.1109/tsusc.2025.3592097] | 1-gen-2025 | Benfenati, LucaPagliari, Daniele JahierZanatta, LucaAcquaviva, AndreaPoncino, MassimoMacii, EnricoBenini, LucaBurrello, Alessio + | fomo_SHM_fullpaper_compressed.pdf; Foundation_Models_for_Structural_Health_Monitoring.pdf |
| Path Integral Quantum Annealing Optimizations Validated on 0-1 Multidimensional Knapsack Problem / Forno, E., Pignari, R., Fra, V., Macii, E., Urgese, G.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 13:3(2025), pp. 1272-1284. [10.1109/TETC.2025.3583224] | 1-gen-2025 | Evelina FornoRiccardo PignariVittorio FraEnrico MaciiGianvito Urgese | IEEE_TEVC_QA_MDKP.pdf; Path_Integral_Quantum_Annealing_Optimizations_Validated_on_0-1_Multidimensional_Knapsack_Problem.pdf |
| Variable-precision neuromorphic state space model for on-edge activity classification / Leto, B., Urgese, G., Macii, E., Fra, V.. - In: FUTURE GENERATION COMPUTER SYSTEMS. - ISSN 0167-739X. - ELETTRONICO. - 176:(2025), pp. 1-10. [10.1016/j.future.2025.108193] | 1-gen-2025 | Leto, BenedettoUrgese, GianvitoMacii, EnricoFra, Vittorio | compressed-1-s2.0-S0167739X2500487X-main.pdf |
| A comparative analysis of Machine Learning Techniques for short-term grid power forecasting and uncertainty analysis of Wave Energy Converters / FONTANA CRESPO, R.N., Aliberti, A., Bottaccioli, L., Pasta, E., Sirigu, S.A., Macii, E., Mattiazzo, G., Patti, E.. - In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. - ISSN 0952-1976. - 138, Part A:(2024). [10.1016/j.engappai.2024.109352] | 1-gen-2024 | Rafael Natalio Fontana CrespoAlessandro AlibertiLorenzo BottaccioliEdoardo PastaSergej Antonello SiriguEnrico MaciiGiuliana MattiazzoEdoardo Patti | 1-s2.0-S0952197624015100-main.pdf |
| Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning / Malan, E., Peluso, V., Calimera, A., Macii, E., Montuschi, P.. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:4(2024), pp. 6072-6083. [10.1109/JIOT.2023.3309691] | 1-gen-2024 | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, EnricoMontuschi, Paolo | Automatic_Layer_Freezing_for_Communication_Efficiency_in_Cross-Device_Federated_Learning.pdf; Automatic_Layer_Freezing_for_Communication_Efficiency_in_Cross-Device_Federated_Learning.pdf |
| Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes / Daghero, F., Burrello, A., Macii, E., Montuschi, P., Poncino, M., JAHIER PAGLIARI, D.. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:1(2024), pp. 742-757. [10.1109/JIOT.2023.3286276] | 1-gen-2024 | Francesco DagheroAlessio BurrelloEnrico MaciiPaolo MontuschiMassimo PoncinoDaniele Jahier Pagliari | dynamic_decision_tree_ensembles_for_energy_efficient_inference_on_iot_edge_nodes_post-print.pdf; Dynamic_Decision_Tree_Ensembles_for_Energy-Efficient_Inference_on_IoT_Edge_Nodes.pdf |
| Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices / Burrello, A., Risso, M., Motetti, B.A., Macii, E., Benini, L., JAHIER PAGLIARI, D.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 12:3(2024), pp. 780-794. [10.1109/TETC.2023.3322033] | 1-gen-2024 | Alessio BurrelloMatteo RissoBeatrice Alessandra MotettiEnrico MaciiLuca BeniniDaniele Jahier Pagliari | Journal___Multi_Loss__arxiv_.pdf; Enhancing_Neural_Architecture_Search_with_Multiple_Hardware_Constraints_for_Deep_Learning_Model_Deployment_on_Tiny_IoT_Devices.pdf; Enhancing_Neural_Architecture_Search_With_Multiple_Hardware_Constraints_for_Deep_Learning_Model_Deployment_on_Tiny_IoT_Devices.pdf |
| Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks / Motetti, B.A., Risso, M., Burrello, A., Macii, E., Poncino, M., Jahier Pagliari, D.. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 73:11(2024), pp. 2619-2633. [10.1109/tc.2024.3449084] | 1-gen-2024 | Motetti, Beatrice AlessandraRisso, MatteoBurrello, AlessioMacii, EnricoPoncino, MassimoJahier Pagliari, Daniele | Arxiv_Joint_Pruning_and_Channel-wise_Mixed-Precision_Quantization_for_Efficient_Deep_Neural_Networks.pdf; Joint_Pruning_and_Channel-Wise_Mixed-Precision_Quantization_for_Efficient_Deep_Neural_Networks.pdf |
| Web-GIS Application for Hydrogeological Risk Prevention: The Case Study of Cervo Valley / Aschieri, D.L.D., Sobrino, N., Macii, E.. - In: SUSTAINABILITY. - ISSN 2071-1050. - 16:22(2024), pp. 1-28. [10.3390/su16229833] | 1-gen-2024 | Davide Lorenzo Dino AschieriNoemi SobrinoEnrico Macii | Web-GIS Application for Hydrogeological Risk Prevention_ The Case Study of Cervo Valley.pdf |
| A GIS Open-Data Co-Simulation Platform for Photovoltaic Integration in Residential Urban Areas / Massano, M., Macii, E., Lanzini, A., Patti, E., Bottaccioli, L.. - In: ENGINEERING. - ISSN 2095-8099. - 26:(2023), pp. 198-213. [10.1016/j.eng.2022.06.020] | 1-gen-2023 | Massano, MarcoMacii, EnricoLanzini, AndreaPatti, EdoardoBottaccioli, Lorenzo | 1-s2.0-S2095809922006233-main.pdf |