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Valentina Breschi
Observed names:
Breschi, Valentina,
V. Breschi,
Valentine Breschi
Institutions:
Leibniz University Hannover,
Eindhoven University of Technology,
Politecnico di Milano,
University of Twente
Observed institutions:
Leibniz University Hannover,
IMT School for Advanced Studies Lucca,
University of Applied Sciences and Arts of Southern Switzerland,
Dalle Molle Institute for Artificial Intelligence Research,
Eindhoven University of Technology,
Politecnico di Milano,
University of Twente
show all 7
ORCID:
0000-0002-1533-7349
Observed ORCID:
0000-0002-1533-7349
OpenAlex ID:
A5057454932
Data-driven predictive control in a stochastic setting: a unified framework
2023
·
Valentina Breschi
, Alessandro Chiuso
, et al.
·
Automatica
·
86
PDF
Piecewise affine regression via recursive multiple least squares and multicategory discrimination
2016
·
Valentina Breschi
, Dario Piga
, et al.
·
Automatica
·
85
Fitting jump models
2018
·
Alberto Bemporad
, Valentina Breschi
, et al.
·
Automatica
·
56
PDF
Handbook of linear data-driven predictive control: Theory, implementation and design
2023
·
P.C.N. Verheijen
, V. Breschi
, et al.
·
Annual Reviews in Control
·
55
Harnessing uncertainty for a separation principle in direct data-driven predictive control
2025
·
Alessandro Chiuso
, Marco Fabris
, et al.
·
Automatica
·
27
Direct data‐driven design of switching controllers
2019
·
Valentina Breschi
, Simone Formentin
·
International Journal of Robust and Nonlinear Control
·
27
PDF
Direct data-driven model-reference control with Lyapunov stability guarantees
2021
·
Valentina Breschi
, Claudio De Persis
, et al.
·
IEEE Conference on Decision and Control (CDC)
·
26
PDF
Fostering the Mass Adoption of Electric Vehicles: A Network-Based Approach
2022
·
Valentina Breschi
, Chiara Ravazzi
, et al.
·
IEEE Transactions on Control of Network Systems
·
21
PDF
Model structure selection for switched NARX system identification: A randomized approach
2020
·
Federico Bianchi
, Valentina Breschi
, et al.
·
Automatica
·
20
PDF
Driving electric vehicles’ mass adoption: An architecture for the design of human-centric policies to meet climate and societal goals
2023
·
Valentina Breschi
, Chiara Ravazzi
, et al.
·
Transportation Research Part A Policy and Practice
·
19
On the Impact of Regularization in Data-Driven Predictive Control
2023
·
Valentina Breschi
, Alessandro Chiuso
, et al.
·
IEEE Conference on Decision and Control (CDC)
·
17
PDF
Uncertainty-aware data-driven predictive control in a stochastic setting
2023
·
V. Breschi
, M. Fabris
, et al.
·
IFAC-PapersOnLine
·
16
Vehicle sideslip estimation via kernel-based LPV identification: Theory and experiments
2020
·
Valentina Breschi
, Simone Formentin
, et al.
·
Automatica
·
16
PDF
Koopman Data-Driven Predictive Control with Robust Stability and Recursive Feasibility Guarantees
2024
·
Thomas de Jong
, Valentina Breschi
, et al.
·
IEEE Conference on Decision and Control (CDC)
·
15
PDF
Estimation of jump Box–Jenkins models
2020
·
Dario Piga
, Valentina Breschi
, et al.
·
Automatica
·
15
Identification of hybrid and linear parameter varying models via recursive piecewise affine regression and discrimination
2016
·
Valentina Breschi
, Alberto Bemporad
, et al.
·
European Control Conference (ECC)
·
14
Data-Driven Stabilization of Input-Saturated Systems
2023
·
Valentina Breschi
, Luca Zaccarian
, et al.
·
IEEE Control Systems Letters
·
13
PDF
Social network analysis of electric vehicles adoption: a data-based approach
2020
·
Valentina Breschi
, Mara Tanelli
, et al.
·
IEEE International Conference on Human-Machine Systems (ICHMS)
·
12
PDF
Explainable data-driven modeling via mixture of experts: Towards effective blending of gray and black-box models
2024
·
Jessica Leoni
, Valentina Breschi
, et al.
·
Automatica
·
11
Online end-use energy disaggregation via jump linear models
2019
·
Valentina Breschi
, Dario Piga
, et al.
·
Control Engineering Practice
·
11
Can control aid in attaining sustainable goals? An improved data-informed framework to promote shared mobility
2024
·
Eugenia Villa
, Valentina Breschi
, et al.
·
Control Engineering Practice
·
10
AutoDDC: Hyperparameter Tuning for Direct Data-Driven Control
2023
·
Valentina Breschi
, Simone Formentin
·
IEEE Control Systems
·
10
PDF
Data-Driven Model-Reference Control With Closed-Loop Stability: The Output-Feedback Case
2023
·
T. O. de Jong
, V. Breschi
, et al.
·
IEEE Control Systems Letters
·
10
PDF
Proper closed-loop specifications for data-driven model-reference control
2021
·
Valentina Breschi
, Simone Formentin
·
IFAC-PapersOnLine
·
10
Meta-learning for model-reference data-driven control
2024
·
Riccardo Busetto
, Valentina Breschi
, et al.
·
Automatica
·
9
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Works count:
119
Citation count:
863
H-index:
15
I10-index:
24
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