Alessandro Alla

33 papers Journal 29Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Discovery of interaction and diffusion kernels in particle-to-mean-field multi-agent systems. CoRR Giacomo Albi, Alessandro Alla, Elisa Calzola
2026	J	`jnl`	Efficient data-driven regression for reduced-order modeling of spatial pattern formation. J. Comput. Phys. Alessandro Alla, Rudy Geelen, Hannah Lu
2025	J	`jnl`	A PINN Approach for the Online Identification and Control of Unknown PDEs. J. Optim. Theory Appl. Alessandro Alla, Giulia Bertaglia, Elisa Calzola
2025	J	`jnl`	A POD Approach to Identify and Control PDEs Online Through State Dependent Riccati Equations. Dyn. Games Appl. Alessandro Alla, Agnese Pacifico
2025	J	`jnl`	Efficient data-driven regression for reduced-order modeling of spatial pattern formation. CoRR Alessandro Alla, Rudy Geelen, Hannah Lu
2025	J	`jnl`	State Dependent Riccati for dynamic boundary control to optimize irrigation in Richards' equation framework. Math. Comput. Simul. Alessandro Alla, Marco Berardi, Luca Saluzzi
2024	J	`jnl`	Online identification and control of PDEs via reinforcement learning methods. Adv. Comput. Math. Alessandro Alla, Agnese Pacifico, Michele Palladino, Andrea Pesare
2024	J	`jnl`	Piecewise DMD for oscillatory and Turing spatio-temporal dynamics. Comput. Math. Appl. Alessandro Alla, Angela Monti, Ivonne Sgura
2023	J	`jnl`	Adaptive POD-DEIM correction for Turing pattern approximation in reaction-diffusion PDE systems. J. Num. Math. Alessandro Alla, Angela Monti, Ivonne Sgura
2023	J	`jnl`	HJB-RBF Based Approach for the Control of PDEs. J. Sci. Comput. Alessandro Alla, Hugo Oliveira, Gabriele Santin
2023	J	`jnl`	Online identification and control of PDEs via Reinforcement Learning methods. CoRR Alessandro Alla, Agnese Pacifico, Michele Palladino, Andrea Pesare
2023	J	`jnl`	Piecewise DMD for oscillatory and Turing spatio-temporal dynamics. CoRR Alessandro Alla, Angela Monti, Ivonne Sgura
2023	J	`jnl`	State-dependent Riccati equation feedback stabilization for nonlinear PDEs. Adv. Comput. Math. Alessandro Alla, Dante Kalise, Valeria Simoncini
2022	J	`jnl`	Adaptive POD-DEIM correction for Turing pattern approximation in reaction-diffusion PDE systems. CoRR Alessandro Alla, Angela Monti, Ivonne Sgura
2022	J	`jnl`	Feedback reconstruction techniques for optimal control problems on a tree structure. CoRR Alessandro Alla, Luca Saluzzi
2022	J	`jnl`	Time Adaptivity in Model Predictive Control. J. Sci. Comput. Alessandro Alla, Carmen Gräßle, Michael Hinze
2021	J	`jnl`	HJB-RBF based approach for the control of PDEs. CoRR Alessandro Alla, Hugo Oliveira, Gabriele Santin
2021	J	`jnl`	State-dependent Riccati equation feedback stabilization for nonlinear PDEs. CoRR Alessandro Alla, Dante Kalise, Valeria Simoncini
2020	J	`jnl`	A tree structure algorithm for optimal control problems with state constraints. CoRR Alessandro Alla, Maurizio Falcone, Luca Saluzzi
2020	J	`jnl`	Feedback control of parametrized PDEs via model order reduction and dynamic programming principle. Adv. Comput. Math. Alessandro Alla, Bernard Haasdonk, Andreas Schmidt
2020	J	`jnl`	Understanding Mass Transfer Directions via Data-Driven Models with Application to Mobile Phone Data. SIAM J. Appl. Dyn. Syst. Alessandro Alla, Caterina Balzotti, Maya Briani, Emiliano Cristiani
2019	J	`jnl`	A certified model reduction approach for robust parameter optimization with PDE constraints. Adv. Comput. Math. Alessandro Alla, Michael Hinze, Philip Kolvenbach, Oliver Lass, Stefan Ulbrich
2019	J	`jnl`	An Efficient DP Algorithm on a Tree-Structure for Finite Horizon Optimal Control Problems. SIAM J. Sci. Comput. Alessandro Alla, Maurizio Falcone, Luca Saluzzi
2019	J	`jnl`	Data-Driven Identification of Parametric Partial Differential Equations. SIAM J. Appl. Dyn. Syst. Samuel H. Rudy, Alessandro Alla, Steven L. Brunton, J. Nathan Kutz
2019	J	`jnl`	Randomized model order reduction. Adv. Comput. Math. Alessandro Alla, J. Nathan Kutz
2017	—	`conf`	Data-Driven discovery of governing physical laws and their parametric dependencies in engineering, physics and biology. CAMSAP J. Nathan Kutz, Samuel H. Rudy, Alessandro Alla, Steven L. Brunton
2017	J	`jnl`	Error Analysis for POD Approximations of Infinite Horizon Problems via the Dynamic Programming Approach. SIAM J. Control. Optim. Alessandro Alla, Maurizio Falcone, Stefan Volkwein
2017	J	`jnl`	Nonlinear Model Order Reduction via Dynamic Mode Decomposition. SIAM J. Sci. Comput. Alessandro Alla, J. Nathan Kutz
2015	J	`jnl`	An Efficient Policy Iteration Algorithm for Dynamic Programming Equations. SIAM J. Sci. Comput. Alessandro Alla, Maurizio Falcone, Dante Kalise
2015	J	`jnl`	Asymptotic stability of POD based model predictive control for a semilinear parabolic PDE. Adv. Comput. Math. Alessandro Alla, Stefan Volkwein
2015	—	`conf`	Coupling MPC and DP Methods for an Efficient Solution of Optimal Control Problems. System Modelling and Optimization Alessandro Alla, Giulia Fabrini, Maurizio Falcone
2013	—	`conf`	An Accelerated Value/Policy Iteration Scheme for Optimal Control Problems and Games. ENUMATH Alessandro Alla, Maurizio Falcone, Dante Kalise
2013	—	`ch.`	An Adaptive POD Approximation Method for the Control of Advection-Diffusion Equations. Control and Optimization with PDE Constraints Alessandro Alla, Maurizio Falcone