Andrea Manzoni
Scholar

Andrea Manzoni

Google Scholar ID: CZKB5sEAAAAJ
Politecnico di Milano
Numerical analysisReduced-order modelingUncertainty quantificationOptimal ControlDeep Learning
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Citations & Impact
All-time
Citations
6,358
 
H-index
40
 
i10-index
87
 
Publications
20
 
Co-authors
20
list available
Contact
No contact links provided.
Publications
7 items
Real-time optimal control with shallow recurrent decoder networks
2026
Cited
0
HypEMBER: Hypernetwork-based Ensemble for Robust Policy Learning of Parametrized Dynamical Systems
2026
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0
Physics-enhanced reinforcement learning for real-time optimal control of dynamical systems
2026
Cited
0
Flow-aware Optimal Navigation in Unsteady Flows through Reinforcement Learning
2026
Cited
0
Multi-Fidelity SINDy: Sparse Discovery of Nonlinear Dynamical Systems with Fidelity-Weighted Measurements
2026
Cited
0
Multi-Agent Digital Twins for Strategic Decision-Making using Active Inference
2026
Cited
0
Neural Markov chain Monte Carlo: Bayesian inversion via normalizing flows and variational autoencoders
2026
Cited
0
Resume (English only)
Co-authors
20 total
Co-author 1
Co-author 1
Gianluigi Rozza
Gianluigi Rozza
Full Professor of Numerical Analysis, SISSA, Int. School for Adv. Studies, Italy and ERC PI
Stefania Fresca
Stefania Fresca
MOX - Dipartimento di Matematica, Politecnico di Milano
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Attilio Frangi
Attilio Frangi
Professor of Solid and Structural Mechanics, Politecnico di Milano