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Irene Schimperna
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 5
Top Topics
Recurrent Neural Networks
Model Predictive Control
Long Short Term Memory
Computational Model
Top Venues
CoRR
IEEE Control. Syst. Lett.
ISM
Autom.
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Publications
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Irene Schimperna
,
Giacomo Galuppini
,
Lalo Magni
Recurrent Neural Network-Based MPC for Systems With Input and Incremental Input Constraints.
IEEE Control. Syst. Lett.
8 (2024)
Irene Schimperna
,
Lalo Magni
Robust constrained nonlinear Model Predictive Control with Gated Recurrent Unit model.
Autom.
161 (2024)
Irene Schimperna
,
Lalo Magni
Robust constrained nonlinear Model Predictive Control with Gated Recurrent Unit model - Extended version.
CoRR
(2023)
Irene Schimperna
,
Lalo Magni
Robust offset-free constrained Model Predictive Control with Long Short-Term Memory Networks - Extended version.
CoRR
(2023)
Francesca Iacono
,
Jorge Lo Presti
,
Irene Schimperna
,
Sara Ferretti
,
Andrea Mezzadra
,
Lalo Magni
,
Chiara Toffanin
Improvement of manufacturing technologies through a modelling approach: an air-steam sterilization case-study.
ISM
(2020)