Alessandro Alla

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 22

Top Topics

Predictive Control

Partial Differential Equations

Infinite Horizon

Policy Iteration Algorithm

Top Venues

Adv. Comput. Math.

SIAM J. Sci. Comput.

SIAM J. Appl. Dyn. Syst.

Publications

Alessandro Alla, Angela Monti, Ivonne Sgura
Piecewise DMD for oscillatory and Turing spatio-temporal dynamics. Comput. Math. Appl. 160 (2024)
Alessandro Alla, Agnese Pacifico, Michele Palladino, Andrea Pesare
Online identification and control of PDEs via reinforcement learning methods. Adv. Comput. Math. 50 (4) (2024)
Alessandro Alla, Hugo Oliveira, Gabriele Santin
HJB-RBF Based Approach for the Control of PDEs. J. Sci. Comput. 96 (1) (2023)
Alessandro Alla, Agnese Pacifico, Michele Palladino, Andrea Pesare
Online identification and control of PDEs via Reinforcement Learning methods. CoRR (2023)
Alessandro Alla, Angela Monti, Ivonne Sgura
Adaptive POD-DEIM correction for Turing pattern approximation in reaction-diffusion PDE systems. J. Num. Math. 31 (3) (2023)
Alessandro Alla, Dante Kalise, Valeria Simoncini
State-dependent Riccati equation feedback stabilization for nonlinear PDEs. Adv. Comput. Math. 49 (1) (2023)
Alessandro Alla, Angela Monti, Ivonne Sgura
Piecewise DMD for oscillatory and Turing spatio-temporal dynamics. CoRR (2023)
Alessandro Alla, Carmen Gräßle, Michael Hinze
Time Adaptivity in Model Predictive Control. J. Sci. Comput. 90 (1) (2022)
Alessandro Alla, Luca Saluzzi
Feedback reconstruction techniques for optimal control problems on a tree structure. CoRR (2022)
Alessandro Alla, Angela Monti, Ivonne Sgura
Adaptive POD-DEIM correction for Turing pattern approximation in reaction-diffusion PDE systems. CoRR (2022)
Alessandro Alla, Dante Kalise, Valeria Simoncini
State-dependent Riccati equation feedback stabilization for nonlinear PDEs. CoRR (2021)
Alessandro Alla, Hugo Oliveira, Gabriele Santin
HJB-RBF based approach for the control of PDEs. CoRR (2021)
Alessandro Alla, Maurizio Falcone, Luca Saluzzi
A tree structure algorithm for optimal control problems with state constraints. CoRR (2020)
Alessandro Alla, Caterina Balzotti, Maya Briani, Emiliano Cristiani
Understanding Mass Transfer Directions via Data-Driven Models with Application to Mobile Phone Data. SIAM J. Appl. Dyn. Syst. 19 (2) (2020)
Alessandro Alla, Bernard Haasdonk, Andreas Schmidt
Feedback control of parametrized PDEs via model order reduction and dynamic programming principle. Adv. Comput. Math. 46 (1) (2020)
Alessandro Alla, Maurizio Falcone, Luca Saluzzi
An Efficient DP Algorithm on a Tree-Structure for Finite Horizon Optimal Control Problems. SIAM J. Sci. Comput. 41 (4) (2019)
Alessandro Alla, J. Nathan Kutz
Randomized model order reduction. Adv. Comput. Math. 45 (3) (2019)
Samuel H. Rudy, Alessandro Alla, Steven L. Brunton, J. Nathan Kutz
Data-Driven Identification of Parametric Partial Differential Equations. SIAM J. Appl. Dyn. Syst. 18 (2) (2019)
Alessandro Alla, Michael Hinze, Philip Kolvenbach, Oliver Lass, Stefan Ulbrich
A certified model reduction approach for robust parameter optimization with PDE constraints. Adv. Comput. Math. 45 (3) (2019)
Alessandro Alla, Maurizio Falcone, Stefan Volkwein
Error Analysis for POD Approximations of Infinite Horizon Problems via the Dynamic Programming Approach. SIAM J. Control. Optim. 55 (5) (2017)
Alessandro Alla, J. Nathan Kutz
Nonlinear Model Order Reduction via Dynamic Mode Decomposition. SIAM J. Sci. Comput. 39 (5) (2017)
J. Nathan Kutz, Samuel H. Rudy, Alessandro Alla, Steven L. Brunton
Data-Driven discovery of governing physical laws and their parametric dependencies in engineering, physics and biology. CAMSAP (2017)
Alessandro Alla, Giulia Fabrini, Maurizio Falcone
Coupling MPC and DP Methods for an Efficient Solution of Optimal Control Problems. System Modelling and Optimization (2015)
Alessandro Alla, Stefan Volkwein
Asymptotic stability of POD based model predictive control for a semilinear parabolic PDE. Adv. Comput. Math. 41 (5) (2015)
Alessandro Alla, Maurizio Falcone, Dante Kalise
An Efficient Policy Iteration Algorithm for Dynamic Programming Equations. SIAM J. Sci. Comput. 37 (1) (2015)
Alessandro Alla, Maurizio Falcone, Dante Kalise
An Accelerated Value/Policy Iteration Scheme for Optimal Control Problems and Games. ENUMATH (2013)