Alberto Bemporad
Scholar

Alberto Bemporad

Google Scholar ID: XC3nc68AAAAJ
Professor of Control Systems, IMT Lucca, Italy
control systemsmodel predictive controlautomotive controlquadratic programmingnonlinear system identification
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Citations & Impact
All-time
Citations
17,812
 
H-index
60
 
i10-index
206
 
Publications
20
 
Co-authors
0
 
Publications
10 items
Amortized Nonlinear Model Predictive Control
2026
Cited
0
Parametric Nonconvex Optimization via Convex Surrogates
2026
Cited
0
Learning generalized Nash equilibria from pairwise preferences
2026
Cited
0
NashOpt - A Python Library for Computing Generalized Nash Equilibria
2025
Cited
0
A proximal augmented Lagrangian method for nonconvex optimization with equality and inequality constraints
2025
Cited
0
Learning Low-Dimensional Embeddings for Black-Box Optimization
2025
Cited
0
Efficient identification of linear, parameter-varying, and nonlinear systems with noise models
2025
Cited
0
Manifold meta-learning for reduced-complexity neural system identification
2025
Cited
0
Resume
Academic Achievements
  • Has multiple publications (details not provided); involved in several funded projects (details not provided); developed related software tools.
Research Experience
  • Teaches the following PhD courses: Model Predictive Control, Introduction to Machine Learning, Numerical Optimization, Identification, Analysis, and Control of Dynamical Systems. Works at IMT School for Advanced Studies Lucca as a Professor of Control Systems.
Background
  • Main research interests are in model predictive control, numerical optimization, machine learning, system identification, hybrid systems, automotive control, aerospace control, portfolio optimization, and control of smart energy grids.
Miscellany
  • Runs a YouTube channel; interviewed by Mathworks on how to design and implement MPC controllers.