← Authors

Simone Formentin

6 papers · 2020–2025 · 1 conference · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (7) πŸš€ Conference Pioneer

Conferences

L4DC (6)

Top co-authors

Valentina Breschi (4) Andrea Sassella (2) Matteo Scandella (1) Matteo Cercola (1) Fabio Previdi (1) Pedro Huertas Leyva (1) Mirko Mazzoleni (1) Nicola Gatti (1) Benedetto Carambia (1)

Research topics

Optimization (1)

Keywords

data-driven control (4) system identification (1) nonlinear control (1) hyperparameter tuning (1) continuous-time model (1) switching system (1) stability guarantee (1) non-parametric estimation (1) noise handling (1) particle swarm optimization (1) dynamic mode decomposition (1) virtual reference feedback tuning (1) model reference control (1) controller parameter estimation (1) input saturation (1) anti-windup compensation (1) controller identification (1) closed-loop dynamics (1) transfer function estimation (1) kernel-based approach (1)

Papers

Automating the loop in traffic incident management on highway L4DC 2025
Noise Handling in Data-driven Predictive Control: A Strategy Based on Dynamic Mode Decomposition L4DC 2022
Data-driven design of switching reference governors for brake-by-wire applications L4DC 2021
Virtual Reference Feedback Tuning with data-driven reference model selection L4DC 2020
Direct Data-Driven Control with Embedded Anti-Windup Compensation L4DC 2020
Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach L4DC 2020