Alessandro Alla

Orcid: 0000-0002-0042-8045

According to our database1, Alessandro Alla authored at least 22 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Online identification and control of PDEs via reinforcement learning methods.
Adv. Comput. Math., August, 2024

Piecewise DMD for oscillatory and Turing spatio-temporal dynamics.
Comput. Math. Appl., 2024

2023
Adaptive POD-DEIM correction for Turing pattern approximation in reaction-diffusion PDE systems.
J. Num. Math., September, 2023

HJB-RBF Based Approach for the Control of PDEs.
J. Sci. Comput., July, 2023

State-dependent Riccati equation feedback stabilization for nonlinear PDEs.
Adv. Comput. Math., February, 2023

2022
Time Adaptivity in Model Predictive Control.
J. Sci. Comput., 2022

Feedback reconstruction techniques for optimal control problems on a tree structure.
CoRR, 2022

2020
Understanding Mass Transfer Directions via Data-Driven Models with Application to Mobile Phone Data.
SIAM J. Appl. Dyn. Syst., 2020

A tree structure algorithm for optimal control problems with state constraints.
CoRR, 2020

Feedback control of parametrized PDEs via model order reduction and dynamic programming principle.
Adv. Comput. Math., 2020

2019
An Efficient DP Algorithm on a Tree-Structure for Finite Horizon Optimal Control Problems.
SIAM J. Sci. Comput., 2019

Data-Driven Identification of Parametric Partial Differential Equations.
SIAM J. Appl. Dyn. Syst., 2019

Randomized model order reduction.
Adv. Comput. Math., 2019

A certified model reduction approach for robust parameter optimization with PDE constraints.
Adv. Comput. Math., 2019

2017
Nonlinear Model Order Reduction via Dynamic Mode Decomposition.
SIAM J. Sci. Comput., 2017

Error Analysis for POD Approximations of Infinite Horizon Problems via the Dynamic Programming Approach.
SIAM J. Control. Optim., 2017

Data-Driven discovery of governing physical laws and their parametric dependencies in engineering, physics and biology.
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.
SIAM J. Sci. Comput., 2015

Asymptotic stability of POD based model predictive control for a semilinear parabolic PDE.
Adv. Comput. Math., 2015

Coupling MPC and DP Methods for an Efficient Solution of Optimal Control Problems.
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.
Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2013, 2013

An Adaptive POD Approximation Method for the Control of Advection-Diffusion Equations.
Proceedings of the Control and Optimization with PDE Constraints, 2013


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