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Luca Mechelli
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A non-conforming dual approach for adaptive trust-region reduced basis approximation of PDE-constrained parameter optimization
T Keil, L Mechelli, M Ohlberger, F Schindler, S Volkwein
ESAIM: Mathematical Modelling and Numerical Analysis 55 (3), 1239-1269, 2021
362021
An adaptive projected Newton non-conforming dual approach for trust-region reduced basis approximation of PDE-constrained parameter optimization
S Banholzer, T Keil, L Mechelli, M Ohlberger, F Schindler, S Volkwein
arXiv preprint arXiv:2012.11653, 2020
222020
POD-based economic model predictive control for heat-convection phenomena
L Mechelli, S Volkwein
Numerical Mathematics and Advanced Applications ENUMATH 2017, 663-671, 2019
182019
A trust region reduced basis Pascoletti-Serafini algorithm for multi-objective PDE-constrained parameter optimization
S Banholzer, L Mechelli, S Volkwein
Mathematical and Computational Applications 27 (3), 39, 2022
172022
POD-based economic optimal control of heat-convection phenomena
L Mechelli, S Volkwein
Numerical Methods for Optimal Control Problems, 63-87, 2018
112018
POD-based state-constrained economic model predictive control of convection-diffusion phenomena
L Mechelli
92019
Performance estimates for economic model predictive control and their application in proper orthogonal decomposition-based implementations
L Grüne, L Mechelli, S Pirkelmann, S Volkwein
62019
Parallelized POD-based suboptimal economic model predictive control of a state-constrained Boussinesq approximation
J Andrej, L Grüne, L Mechelli, T Meurer, S Pirkelmann, S Volkwein
Computers & Mathematics with Applications 116, 71-81, 2022
52022
Data-driven modeling and control of complex dynamical systems arising in renal anemia therapy
S Casper, DH Fuertinger, P Kotanko, L Mechelli, J Rohleff, S Volkwein
European Consortium for Mathematics in Industry, 155-161, 2021
42021
An Overlapping Waveform Relaxation Preconditioner for Economic Optimal Control Problems With State Constraints
G Ciaramella, L Mechelli
Domain Decomposition Methods in Science and Engineering XXVI, 461-469, 2023
32023
On the effect of boundary conditions on the scalability of Schwarz methods
G Ciaramella, L Mechelli
Domain Decomposition Methods in Science and Engineering XXVI, 177-185, 2023
32023
Convergence analysis and optimization of a Robin Schwarz waveform relaxation method for periodic parabolic optimal control problems
G Ciaramella, L Halpern, L Mechelli
MOX-Report, 2022
32022
Convergence analysis and optimization of a Robin Schwarz waveform relaxation method for time-periodic parabolic optimal control problems
G Ciaramella, L Halpern, L Mechelli
Journal of Computational Physics 496, 112572, 2024
12024
POD-based augmented Lagrangian method for state constrained heat-convection phenomena
JS Jehle, L Mechelli, S Volkwein
IUTAM Symposium on Model Order Reduction of Coupled Systems, Stuttgart …, 2020
12020
POD Suboptimal Control of Evolution Problems: Theory and Applications
S Banholzer, D Beermann, L Mechelli, S Volkwein
arXiv preprint arXiv:2404.07015, 2024
2024
Model order reduction for optimality systems through empirical gramians
L Mechelli, J Rohleff, S Volkwein
Frontiers in Applied Mathematics and Statistics 9, 1144142, 2023
2023
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Articles 1–16