| Injecting domain knowledge in neural networks: a controlled experiment on a constrained problem M Silvestri, M Lombardi, M Milano Integration of Constraint Programming, Artificial Intelligence, and …, 2021 | 25 | 2021 |
| Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning M Silvestri, A De Filippo, F Ruggeri, M Lombardi International Conference on Integration of Constraint Programming …, 2022 | 1 | 2022 |
| Knowledge Integration in Neural Networks for E-Maintenance: Application to an Oil & Gas Plant M Silvestri, M Lombardi, E Mucchi, M Piantanida, L Cadei, G Magnago, ... Offshore Mediterranean Conference and Exhibition, OMC-2023-300, 2023 | | 2023 |
| Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning M Silvestri, S Berden, J Mandi, Aİ Mahmutoğulları, M Mulamba, ... arXiv preprint arXiv:2307.05213, 2023 | | 2023 |
| An analysis of Universal Differential Equations for data-driven discovery of Ordinary Differential Equations M Silvestri, F Baldo, E Misino, M Lombardi International Conference on Computational Science, 353-366, 2023 | | 2023 |
| UNIFY: a Unified Policy Designing Framework for Solving Constrained Optimization Problems with Machine Learning M Silvestri, A De Filippo, M Lombardi, M Milano arXiv preprint arXiv:2210.14030, 2022 | | 2022 |
| Supervised Anomaly Detection in Crude Oil Stabilization A Passerini, T Schiex PAIS 2022: 11th Conference on Prestigious Applications of Artificial …, 2022 | | 2022 |
