Scholar
Andrea Manzoni
Google Scholar ID: CZKB5sEAAAAJ
Politecnico di Milano
Numerical analysis
Reduced-order modeling
Uncertainty quantification
Optimal Control
Deep Learning
Follow
Google Scholar
↗
Citations & Impact
All-time
Citations
6,358
H-index
40
i10-index
87
Publications
20
Co-authors
20
list available
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
Cited
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
Co-authors
9 total
Gianluigi Rozza
Full Professor of Numerical Analysis, SISSA, Int. School for Adv. Studies, Italy and ERC PI
Stefania Fresca
MOX - Dipartimento di Matematica, Politecnico di Milano
Attilio Frangi
Professor of Solid and Structural Mechanics, Politecnico di Milano
Paolo Conti
The Alan Turing Institute
Mengwu Guo
Associate Professor, Centre for Mathematical Sciences, Lund University
Alberto Corigliano
Professor of Solid and Structural Mechanics, Politecnico di Milano
J. Nathan Kutz
Professor of Applied Mathematics & Electrical and Computer Engineering
Karen Willcox
Oden Institute for Computational Engineering and Sciences, UT Austin
