Alessandro Alla

According to our database, Alessandro Alla authored at least 22 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Online identification and control of PDEs via reinforcement learning methods.

Alessandro Alla, Agnese Pacifico, Michele Palladino, Andrea Pesare

Adv. Comput. Math., August, 2024

Piecewise DMD for oscillatory and Turing spatio-temporal dynamics.

Alessandro Alla, Angela Monti, Ivonne Sgura

Comput. Math. Appl., 2024

2023

Adaptive POD-DEIM correction for Turing pattern approximation in reaction-diffusion PDE systems.

Alessandro Alla, Angela Monti, Ivonne Sgura

J. Num. Math., September, 2023

HJB-RBF Based Approach for the Control of PDEs.

Alessandro Alla, Hugo Oliveira, Gabriele Santin

J. Sci. Comput., July, 2023

State-dependent Riccati equation feedback stabilization for nonlinear PDEs.

Alessandro Alla, Dante Kalise, Valeria Simoncini

Adv. Comput. Math., February, 2023

2022

Time Adaptivity in Model Predictive Control.

Alessandro Alla, Carmen Gräßle, Michael Hinze

J. Sci. Comput., 2022

Feedback reconstruction techniques for optimal control problems on a tree structure.

Alessandro Alla, Luca Saluzzi

CoRR, 2022

2020

Understanding Mass Transfer Directions via Data-Driven Models with Application to Mobile Phone Data.

Alessandro Alla, Caterina Balzotti, Maya Briani, Emiliano Cristiani

SIAM J. Appl. Dyn. Syst., 2020

A tree structure algorithm for optimal control problems with state constraints.

Alessandro Alla, Maurizio Falcone, Luca Saluzzi

CoRR, 2020

Feedback control of parametrized PDEs via model order reduction and dynamic programming principle.

Alessandro Alla, Bernard Haasdonk, Andreas Schmidt

Adv. Comput. Math., 2020

2019

An Efficient DP Algorithm on a Tree-Structure for Finite Horizon Optimal Control Problems.

Alessandro Alla, Maurizio Falcone, Luca Saluzzi

SIAM J. Sci. Comput., 2019

Data-Driven Identification of Parametric Partial Differential Equations.

Samuel H. Rudy, Alessandro Alla, Steven L. Brunton, J. Nathan Kutz

SIAM J. Appl. Dyn. Syst., 2019

Randomized model order reduction.

Alessandro Alla, J. Nathan Kutz

Adv. Comput. Math., 2019

A certified model reduction approach for robust parameter optimization with PDE constraints.

Alessandro Alla, Michael Hinze, Philip Kolvenbach, Oliver Lass, Stefan Ulbrich

Adv. Comput. Math., 2019

2017

Nonlinear Model Order Reduction via Dynamic Mode Decomposition.

Alessandro Alla, J. Nathan Kutz

SIAM J. Sci. Comput., 2017

Error Analysis for POD Approximations of Infinite Horizon Problems via the Dynamic Programming Approach.

Alessandro Alla, Maurizio Falcone, Stefan Volkwein

SIAM J. Control. Optim., 2017

Data-Driven discovery of governing physical laws and their parametric dependencies in engineering, physics and biology.

J. Nathan Kutz, Samuel H. Rudy, Alessandro Alla, Steven L. Brunton

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2015

An Efficient Policy Iteration Algorithm for Dynamic Programming Equations.

Alessandro Alla, Maurizio Falcone, Dante Kalise

SIAM J. Sci. Comput., 2015

Asymptotic stability of POD based model predictive control for a semilinear parabolic PDE.

Alessandro Alla, Stefan Volkwein

Adv. Comput. Math., 2015

Coupling MPC and DP Methods for an Efficient Solution of Optimal Control Problems.

Alessandro Alla, Giulia Fabrini, Maurizio Falcone

Proceedings of the System Modeling and Optimization - 27th IFIP TC 7 Conference, CSMO 2015, 2015

2013

An Accelerated Value/Policy Iteration Scheme for Optimal Control Problems and Games.

Alessandro Alla, Maurizio Falcone, Dante Kalise

Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2013, 2013

An Adaptive POD Approximation Method for the Control of Advection-Diffusion Equations.

Alessandro Alla, Maurizio Falcone

Proceedings of the Control and Optimization with PDE Constraints, 2013