2 citations · 4 across the 4 of their papers we have counts for
3 papers · 1 filter
A POD approach to identify and control PDEs online through State Dependent Riccati equations
Alessandro Alla, Agnese Pacifico
We address the control of Partial Differential equations (PDEs) with unknown parameters. Our objective is to devise an efficient algorithm capable of both identifying and controlli…
Online identification and control of PDEs via Reinforcement Learning methods
Alessandro Alla, Agnese Pacifico, Michele Palladino +1
We focus on the control of unknown Partial Differential Equations (PDEs). The system dynamics is unknown, but we assume we are able to observe its evolution for a given control inp…
A-posteriori snapshot location for POD in optimal control of linear parabolic equations
Alessandro Alla, Carmen Graessle, Michael Hinze
In this paper we study the approximation of an optimal control problem for linear para\-bolic PDEs with model order reduction based on Proper Orthogonal Decomposition (POD-MOR). PO…