Fabio Bonassi
Orcid: 0000-0002-7270-8185
According to our database1,
Fabio Bonassi
authored at least 20 papers
between 2020 and 2024.
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Bibliography
2024
Autom., January, 2024
IEEE Control. Syst. Lett., 2024
CoRR, 2024
Internal Model Control design for systems learned by Control Affine Neural Nonlinear Autoregressive Exogenous Models.
CoRR, 2024
Estimation and MPC control based on gated recurrent unit neural networks with unknown disturbances.
Proceedings of the 63rd IEEE Conference on Decision and Control, 2024
Proceedings of the 63rd IEEE Conference on Decision and Control, 2024
2023
Reconciling deep learning and control theory : recurrent neural networks for model-based control design
PhD thesis, 2023
Deep Long-Short Term Memory networks: Stability properties and Experimental validation.
Proceedings of the European Control Conference, 2023
2022
Recurrent Neural Network-based Internal Model Control design for stable nonlinear systems.
Eur. J. Control, 2022
Robust offset-free nonlinear model predictive control for systems learned by neural nonlinear autoregressive exogenous models.
CoRR, 2022
Proceedings of the European Control Conference, 2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
2021
Syst. Control. Lett., 2021
On Recurrent Neural Networks for learning-based control: recent results and ideas for future developments.
CoRR, 2021
Recurrent neural network-based Internal Model Control of unknown nonlinear stable systems.
CoRR, 2021
CoRR, 2021
2020
CoRR, 2020
LSTM Neural Networks: Input to State Stability and Probabilistic Safety Verification.
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020
Software-in-the-loop testing of a distributed optimal scheduling strategy for microgrids' aggregators.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020