Davide Previtali

13 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Chaos-Free Networks are Stable Recurrent Neural Networks.
CoRR
Stefano De Carli, Davide Previtali, Mirko Mazzoleni, Fabio Previdi
2026 J jnl
Knowledge-guided recurrent neural networks for glucose-insulin dynamics modeling.
IFAC J. Syst. Control.
Stefano De Carli, Nicola Licini, Davide Previtali, Fabio Previdi, Antonio Ferramosca
2026 J jnl
Stability properties of Minimal Gated Unit neural networks.
CoRR
Stefano De Carli, Davide Previtali, Mirko Mazzoleni, Fabio Previdi
2025 J jnl
A virtual sensor fusion approach for state of charge estimation of lithium-ion cells.
CoRR
Davide Previtali, Daniele Masti, Mirko Mazzoleni, Fabio Previdi
2025 J jnl
Are Artificial Neural Networks suitable for data-driven moment matching?
Eur. J. Control
Matteo Scandella, Davide Previtali, Alessio Moreschini
2025 — conf
Data-driven mixed-sensitivity structured control of SISO multi-model systems with application to a reconfigurable industrial oven.
ECC
Davide Previtali, Mirko Mazzoleni, Nicholas Valceschini, Fabio Previdi
2025 — conf
Disturbance-rejection-oriented temperature control of shrink tunnels under varying grid voltage.
ECC
Davide Previtali, Leandro Pitturelli, Antonio Ferramosca, Fabio Previdi
2025 — conf
Infinity-norm-based Input-to-State-Stable Long Short-Term Memory networks: a thermal systems perspective.
ECC
Stefano De Carli, Davide Previtali, Leandro Pitturelli, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
2025 J jnl
Integrating Biological-Informed Recurrent Neural Networks for Glucose-Insulin Dynamics Modeling.
CoRR
Stefano De Carli, Nicola Licini, Davide Previtali, Fabio Previdi, Antonio Ferramosca
2024 — conf
Towards energy-efficient shrink tunnels by means of Economic Model Predictive Control.
CASE
Leandro Pitturelli, Davide Previtali, Antonio Ferramosca, Fabio Previdi
2023 J jnl
GLISp-r: a preference-based optimization algorithm with convergence guarantees.
Comput. Optim. Appl.
Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
2022 J jnl
A unified surrogate-based scheme for black-box and preference-based optimization.
CoRR
Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
2022 J jnl
GLISp-r: A preference-based optimization algorithm with convergence guarantees.
CoRR
Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi