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 | 36 | 2021 |
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 | 22 | 2020 |
POD-based economic model predictive control for heat-convection phenomena L Mechelli, S Volkwein Numerical Mathematics and Advanced Applications ENUMATH 2017, 663-671, 2019 | 18 | 2019 |
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 | 17 | 2022 |
POD-based economic optimal control of heat-convection phenomena L Mechelli, S Volkwein Numerical Methods for Optimal Control Problems, 63-87, 2018 | 11 | 2018 |
POD-based state-constrained economic model predictive control of convection-diffusion phenomena L Mechelli | 9 | 2019 |
Performance estimates for economic model predictive control and their application in proper orthogonal decomposition-based implementations L Grüne, L Mechelli, S Pirkelmann, S Volkwein | 6 | 2019 |
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 | 5 | 2022 |
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 | 4 | 2021 |
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 | 3 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2022 |
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 | 1 | 2024 |
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 | 1 | 2020 |
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 |