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Alessandro Alla
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2020 – today
- 2024
- [j16]Alessandro Alla
, Agnese Pacifico, Michele Palladino, Andrea Pesare:
Online identification and control of PDEs via reinforcement learning methods. Adv. Comput. Math. 50(4): 85 (2024) - [j15]Alessandro Alla
Piecewise DMD for oscillatory and Turing spatio-temporal dynamics. Comput. Math. Appl. 160: 108-124 (2024) - 2023
- [j14]Alessandro Alla
State-dependent Riccati equation feedback stabilization for nonlinear PDEs. Adv. Comput. Math. 49(1): 9 (2023) - [j13]Alessandro Alla, Angela Monti
Adaptive POD-DEIM correction for Turing pattern approximation in reaction-diffusion PDE systems. J. Num. Math. 31(3): 205-230 (2023) - [j12]Alessandro Alla
HJB-RBF Based Approach for the Control of PDEs. J. Sci. Comput. 96(1): 25 (2023) - [i7]Alessandro Alla, Angela Monti
Piecewise DMD for oscillatory and Turing spatio-temporal dynamics. CoRR abs/2303.06512 (2023) - [i6]Alessandro Alla, Agnese Pacifico, Michele Palladino, Andrea Pesare:
Online identification and control of PDEs via Reinforcement Learning methods. CoRR abs/2308.04068 (2023) - 2022
- [j11]Alessandro Alla
Time Adaptivity in Model Predictive Control. J. Sci. Comput. 90(1): 12 (2022) - [i5]Alessandro Alla, Angela Monti, Ivonne Sgura:
Adaptive POD-DEIM correction for Turing pattern approximation in reaction-diffusion PDE systems. CoRR abs/2203.05998 (2022) - [i4]Alessandro Alla, Luca Saluzzi:
Feedback reconstruction techniques for optimal control problems on a tree structure. CoRR abs/2210.02375 (2022) - 2021
- [i3]Alessandro Alla, Dante Kalise, Valeria Simoncini:
State-dependent Riccati equation feedback stabilization for nonlinear PDEs. CoRR abs/2106.07163 (2021) - [i2]Alessandro Alla, Hugo Oliveira, Gabriele Santin:
HJB-RBF based approach for the control of PDEs. CoRR abs/2108.02987 (2021) - 2020
- [j10]Alessandro Alla
Feedback control of parametrized PDEs via model order reduction and dynamic programming principle. Adv. Comput. Math. 46(1): 9 (2020) - [j9]Alessandro Alla, Caterina Balzotti
Understanding Mass Transfer Directions via Data-Driven Models with Application to Mobile Phone Data. SIAM J. Appl. Dyn. Syst. 19(2): 1372-1391 (2020) - [i1]Alessandro Alla, Maurizio Falcone, Luca Saluzzi:
A tree structure algorithm for optimal control problems with state constraints. CoRR abs/2009.12384 (2020)
2010 – 2019
- 2019
- [j8]Alessandro Alla
A certified model reduction approach for robust parameter optimization with PDE constraints. Adv. Comput. Math. 45(3): 1221-1250 (2019) - [j7]Alessandro Alla
Randomized model order reduction. Adv. Comput. Math. 45(3): 1251-1271 (2019) - [j6]Samuel H. Rudy, Alessandro Alla
Data-Driven Identification of Parametric Partial Differential Equations. SIAM J. Appl. Dyn. Syst. 18(2): 643-660 (2019) - [j5]Alessandro Alla, Maurizio Falcone
An Efficient DP Algorithm on a Tree-Structure for Finite Horizon Optimal Control Problems. SIAM J. Sci. Comput. 41(4): A2384-A2406 (2019) - 2017
- [j4]Alessandro Alla
Error Analysis for POD Approximations of Infinite Horizon Problems via the Dynamic Programming Approach. SIAM J. Control. Optim. 55(5): 3091-3115 (2017) - [j3]Alessandro Alla
Nonlinear Model Order Reduction via Dynamic Mode Decomposition. SIAM J. Sci. Comput. 39(5) (2017) - [c3]J. Nathan Kutz, Samuel H. Rudy, Alessandro Alla
Data-Driven discovery of governing physical laws and their parametric dependencies in engineering, physics and biology. CAMSAP 2017: 1-5 - 2015
- [j2]Alessandro Alla
Asymptotic stability of POD based model predictive control for a semilinear parabolic PDE. Adv. Comput. Math. 41(5): 1073-1102 (2015) - [j1]Alessandro Alla
An Efficient Policy Iteration Algorithm for Dynamic Programming Equations. SIAM J. Sci. Comput. 37(1) (2015) - [c2]Alessandro Alla
Coupling MPC and DP Methods for an Efficient Solution of Optimal Control Problems. System Modelling and Optimization 2015: 68-77 - 2013
- [c1]Alessandro Alla
An Accelerated Value/Policy Iteration Scheme for Optimal Control Problems and Games. ENUMATH 2013: 489-497 - [p1]Alessandro Alla, Maurizio Falcone
An Adaptive POD Approximation Method for the Control of Advection-Diffusion Equations. Control and Optimization with PDE Constraints 2013: 1-17
Coauthor Index
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