SILVESTRI, MATTIA
SILVESTRI, MATTIA
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Dottorandi
UNIFY: A unified policy designing framework for solving integrated Constrained Optimization and Machine Learning problems
2024 Silvestri, Mattia; De Filippo, Allegra; Lombardi, Michele; Milano, Michela
An Analysis of Universal Differential Equations for Data-Driven Discovery of Ordinary Differential Equations
2023 Silvestri, Mattia; Baldo, Federico; Misino, Eleonora; Lombardi, Michele
Knowledge Integration in Neural Networks for E-Maintenance: Application to an Oil & Gas Plant
2023 Silvestri Mattia, Lombardi Michele, Mucchi Emiliano, Piantanida Marco, Cadei Luca, Magnago Giovanna, D'Ottavio Valentina, Tu Nguyen Van, Duma Simona, Taddei Silvia, Tiozzo Annagiulia, Corneo Andrea, Rocchi Laura, Di Gilferraro Pietro Coffari
Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning
2022 Silvestri M.; De Filippo A.; Ruggeri F.; Lombardi M.
Supervised Anomaly Detection in Crude Oil Stabilization
2022 Mattia Silvestri, Michele Lombardi, Emiliano Mucchi, Luca Cadei, Giovanna Magnago, Marco Piantanida, Valentina D'Ottavio, Nguyen Van Tu, Simona Duma, Silvia Taddei, Annagiulia Tiozzo, Andrea Corneo, Lorenzo Lancia, Laura Rocchi, Pietro Coffari di Gilferraro
Injecting Domain Knowledge in Neural Networks: A Controlled Experiment on a Constrained Problem
2021 Silvestri M.; Lombardi M.; Milano M.
Injecting domain knowledge in neural networks: A controlled experiment on a constrained problem
2020 Silvestri M.; Lombardi M.; Milano M.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| UNIFY: A unified policy designing framework for solving integrated Constrained Optimization and Machine Learning problems | Silvestri, Mattia; De Filippo, Allegra; Lombardi, Michele; Milano, Michela | 2024-01-01 | KNOWLEDGE-BASED SYSTEMS | - | 1.01 Articolo in rivista | - |
| An Analysis of Universal Differential Equations for Data-Driven Discovery of Ordinary Differential Equations | Silvestri, Mattia; Baldo, Federico; Misino, Eleonora; Lombardi, Michele | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Knowledge Integration in Neural Networks for E-Maintenance: Application to an Oil & Gas Plant | Silvestri Mattia, Lombardi Michele, Mucchi Emiliano, Piantanida Marco, Cadei Luca, Magnago Giovan...na, D'Ottavio Valentina, Tu Nguyen Van, Duma Simona, Taddei Silvia, Tiozzo Annagiulia, Corneo Andrea, Rocchi Laura, Di Gilferraro Pietro Coffari | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning | Silvestri M.; De Filippo A.; Ruggeri F.; Lombardi M. | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | CPAIOR_2022___DRL_for_hybrid_offline_online_optimization.pdf |
| Supervised Anomaly Detection in Crude Oil Stabilization | Mattia Silvestri, Michele Lombardi, Emiliano Mucchi, Luca Cadei, Giovanna Magnago, Marco Piantani...da, Valentina D'Ottavio, Nguyen Van Tu, Simona Duma, Silvia Taddei, Annagiulia Tiozzo, Andrea Corneo, Lorenzo Lancia, Laura Rocchi, Pietro Coffari di Gilferraro | 2022-01-01 | - | IOS Press BV | 4.01 Contributo in Atti di convegno | FAIA-351-FAIA220069.pdf |
| Injecting Domain Knowledge in Neural Networks: A Controlled Experiment on a Constrained Problem | Silvestri M.; Lombardi M.; Milano M. | 2021-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | CPAIOR_2021__Knowledge_injection_in_DNNs.pdf |
| Injecting domain knowledge in neural networks: A controlled experiment on a constrained problem | Silvestri M.; Lombardi M.; Milano M. | 2020-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | silvestri.pdf |