Stefano De Carli

According to our database, Stefano De Carli authored at least 6 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Stability properties of Minimal Gated Unit neural networks.

Stefano De Carli, Davide Previtali, Mirko Mazzoleni, Fabio Previdi

CoRR, March, 2026

Knowledge-guided recurrent neural networks for glucose-insulin dynamics modeling.

Stefano De Carli, Nicola Licini, Davide Previtali, Fabio Previdi, Antonio Ferramosca

IFAC J. Syst. Control., 2026

Chaos-Free Networks Are Stable Recurrent Neural Networks.

Stefano De Carli, Davide Previtali, Mirko Mazzoleni, Fabio Previdi

IEEE Control. Syst. Lett., 2026

Stable Compartmental Recurrent Neural Networks for Glucose-Insulin Dynamics Modeling in the Artificial Pancreas Framework.

Stefano De Carli, Nicola Licini, Davide Previtali, Fabio Previdi, Antonio Ferramosca

IEEE Control. Syst. Lett., 2026

2025

Integrating Biological-Informed Recurrent Neural Networks for Glucose-Insulin Dynamics Modeling.

Stefano De Carli, Nicola Licini, Davide Previtali, Fabio Previdi, Antonio Ferramosca

CoRR, March, 2025

Infinity-norm-based Input-to-State-Stable Long Short-Term Memory networks: a thermal systems perspective.

Stefano De Carli, Davide Previtali, Leandro Pitturelli, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi

Proceedings of the 2025 European Control Conference, 2025