Alessandro Alla
Title
Cited by
Cited by
Year
Data-driven identification of parametric partial differential equations
S Rudy, A Alla, SL Brunton, JN Kutz
SIAM Journal on Applied Dynamical Systems 18 (2), 643-660, 2019
702019
An efficient policy iteration algorithm for dynamic programming equations
A Alla, M Falcone, D Kalise
SIAM Journal on Scientific Computing 37 (1), A181-A200, 2015
522015
Nonlinear model order reduction via dynamic mode decomposition
A Alla, JN Kutz
SIAM Journal on Scientific Computing 39 (5), B778-B796, 2017
462017
An adaptive POD approximation method for the control of advection-diffusion equations
A Alla, M Falcone
Control and Optimization with PDE Constraints, 1-17, 2013
34*2013
Asymptotic stability of POD based model predictive control for a semilinear parabolic PDE
A Alla, S Volkwein
Advances in Computational Mathematics 41 (5), 1073-1102, 2015
232015
Randomized model order reduction
A Alla, JN Kutz
Advances in Computational Mathematics 45 (3), 1251-1271, 2019
192019
An efficient DP algorithm on a tree-structure for finite horizon optimal control problems
A Alla, M Falcone, L Saluzzi
SIAM Journal on Scientific Computing 41 (4), A2384-A2406, 2019
172019
Error analysis for POD approximations of infinite horizon problems via the dynamic programming approach
A Alla, M Falcone, S Volkwein
SIAM Journal on Control and Optimization 55 (5), 3091-3115, 2017
162017
A time-adaptive POD method for optimal control problems
A Alla, M Falcone
IFAC Proceedings Volumes 46 (26), 245-250, 2013
162013
A Localized Reduced-Order Modeling Approach for PDEs with Bifurcating Solutions
M Hess, A Alla, A Quaini, G Rozza, M Gunzburger
Computer Methods in Applied Mechanics and Engineering 351 (1), 379-403, 2019
152019
A residual based snapshot location strategy for POD in distributed optimal control of linear parabolic equations
A Alla, C Gräßle, M Hinze
IFAC-PapersOnLine 49 (8), 13-18, 2016
122016
A posteriori snapshot location for POD in optimal control of linear parabolic equations
A Alla, C Grässle, M Hinze
ESAIM: Mathematical Modelling and Numerical Analysis 52 (5), 1847-1873, 2018
112018
Data-Driven discovery of governing physical laws and their parametric dependencies in engineering, physics and biology
JN Kutz, S Rudy, A Alla, S Brunton
2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2018
82018
Model order reduction approaches for the optimal design of permanent magnets in electro-magnetic machines
A Alla, M Hinze, O Lass, S Ulbrich
IFAC-PapersOnLine 48 (1), 242-247, 2015
72015
A certified model reduction approach for robust parameter optimization with PDE constraints
A Alla, M Hinze, P Kolvenbach, O Lass, S Ulbrich
Advances in Computational Mathematics 45 (3), 1221-1250, 2019
62019
Model order reduction approaches for infinite horizon optimal control problems via the HJB equation
A Alla, A Schmidt, B Haasdonk
Model Reduction of Parametrized Systems, 333-347, 2017
62017
A HJB-POD approach for the control of nonlinear PDEs on a tree structure
A Alla, L Saluzzi
Applied Numerical Mathematics 155, 192-207, 2020
42020
A certified model reduction approach for robust optimal control with PDE constraints
A Alla, M Hinze, O Lass, S Ulbrich
arXiv preprint arXiv:1703.01613, 2018
42018
HJB-POD feedback control for Navier-Stokes equations
A Alla, M Hinze
European Consortium for Mathematics in Industry, 861-868, 2014
42014
High-order approximation of the finite horizon control problem via a tree structure algorithm
A Alla, M Falcone, L Saluzzi
IFAC-PapersOnLine 52 (2), 19-24, 2019
32019
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