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Scopus Author ID: 57222168555

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Employment (1)

Università degli Studi di Pavia Facoltà di Ingegneria: Pavia, Lombardia, IT

2022-10 to present | PhD student
Employment
Source: Self-asserted source
Irene Schimperna

Works (7)

Recurrent Neural Network-Based MPC for Systems With Input and Incremental Input Constraints

IEEE Control Systems Letters
2024 | Journal article
DOI: 10.1109/LCSYS.2024.3404332
Contributors: Irene Schimperna; Giacomo Galuppini; Lalo Magni
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Robust constrained nonlinear Model Predictive Control with Gated Recurrent Unit model

Automatica
2024 | Journal article
DOI: 10.1016/j.automatica.2023.111472
EID:

2-s2.0-85180417809

Part of ISSN: 00051098
Contributors: Schimperna, I.; Magni, L.
Source: Self-asserted source
Irene Schimperna via Scopus - Elsevier

Robust Offset-Free Constrained Model Predictive Control With Long Short-Term Memory Networks

IEEE Transactions on Automatic Control
2024-12 | Journal article
DOI: 10.1109/TAC.2024.3398494
Contributors: Irene Schimperna; Lalo Magni
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On offset-free Model Predictive Control with Long Short-Term Memory Networks

IFAC-PapersOnLine
2023 | Conference paper
DOI: 10.1016/j.ifacol.2023.02.027
EID:

2-s2.0-85152273392

Part of ISSN: 24058963
Contributors: Schimperna, I.; Toffanin, C.; Magni, L.
Source: Self-asserted source
Irene Schimperna via Scopus - Elsevier

Robust constrained nonlinear Model Predictive Control with Gated Recurrent Unit model - Extended version

arXiv
2023 | Other
DOI: 10.48550/arXiv.2307.10069
EID:

2-s2.0-85177504377

Part of ISSN: 23318422
Contributors: Schimperna, I.; Magni, L.
Source: Self-asserted source
Irene Schimperna via Scopus - Elsevier

Robust offset-free constrained Model Predictive Control with Long Short-Term Memory Networks - Extended version

arXiv
2023 | Other
DOI: 10.48550/arXiv.2303.17304
EID:

2-s2.0-85152256977

Part of ISSN: 23318422
Contributors: Schimperna, I.; Magni, L.
Source: Self-asserted source
Irene Schimperna via Scopus - Elsevier

Improvement of manufacturing technologies through a modelling approach: An air-steam sterilization case-study

Procedia Computer Science
2021 | Conference paper
DOI: 10.1016/j.procs.2021.01.357
EID:

2-s2.0-85101731387

Part of ISSN: 18770509
Contributors: Iacono, F.; Presti, J.L.; Schimperna, I.; Ferretti, S.; Mezzadra, A.; Magni, L.; Toffanin, C.
Source: Self-asserted source
Irene Schimperna via Scopus - Elsevier
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