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 | 27 | 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, B Amos, T Guns, ... 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 M Silvestri, M Lombardi, E Mucchi, L Cadei, G Magnago, M Piantanida, ... PAIS 2022, 114-127, 2022 | | 2022 |