Project archive
In this page you can find open-access publications, datasets, media and materials related with the outcomes of the project.
Journal papers
- L. Marra, A. Meilán-Vila, S. Discetti. Self-tuning model predictive control for wake flows, 2024. Accepted for publication in Journal of Fluid Mechanics. Arxiv preprint Link here
- L. Marra, A. Meilán-Vila, S. Discetti. Self-tuning model predictive control for wake flows, 2024. Journal of Fluid Mechanics. Link here
Conference Contributions
- L. Marra, A. Meilán-Vila, S. Discetti. Automatic Parameter Selection for Model Predictive Control for Fluid Flows. 2nd Spanish Fluid Mechanics Conference, 02-05 July 2023.
- L. Marra, A. Meilán-Vila, S. Discetti. Kernel-based Model Predictive Control for Fluid Flows in Presence of Noise. I Joint Workshop on Functional Data Analysis and Nonparametric Statistics, 06-09 June, 2023.
- L. Marra, S. Discetti, A. Meilán-Vila. Self-Tuning Model Predictive Control for Fluid Flows. Math 2 Product (M2P) Thematic Conference, 30 May-01 June, 2023.
- L. Marra, A. Meilán-Vila, S. Discetti. Effect of Measurement Noise on MPC for Drag Reduction. 1st International Conference on Mathematical Modelling in Mechanics and Engineering Mathematical Institute SANU, 08-10 September, 2022.
Dissemination Activities
- A. Rodríguez-Asensio, A. Meilán-Vila, L. Marra, S. Discetti. Descubre el encanto de controlar el agua. Viernes STEM, Universidad Carlos III de Madrid. Link here
- A. Rodríguez-Asensio, A. Meilán-Vila, L. Marra, S. Discetti. Descubre la magia de controlar el aire o el agua. Madrid Science and Innovation Week 15 November 2023. Link here
- L. Marra. Participation to Thesis Talk 2023: Controlling fluids as in the game of chess. Link here
Seminars and Presentations
- S. Discetti. Model Predictive Control. Machine Learning for Fluid Mechanics: Analysis, Modeling, Control and Closures, 29 January – 2 February 2024. Link here
Online Material
- L. Marra. Aerospace PhD doctoral meetings 2023: Model predictive control applied to turbulent flows. Link here
- L. Marra, A. Meilán-Vila, S. Discetti. Self-tuning model predictive control for wake flows, 2024. Code repository Link here
- L. Marra, A. Meilán-Vila, S. Discetti. Self-tuning model predictive control for wake flows, 2024. Zenodo dataset Link here