Control Prediction and LeaRning in Mixing processes

Informazioni relative al progetto

CoPerMix

ID dell’accordo di sovvenzione: 956457

DOI

10.3030/956457

Progetto chiuso

Data della firma CE 9 Settembre 2020

Data di avvio 1 Gennaio 2021

Data di completamento 31 Dicembre 2024

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale

€ 3 989 007,00

Contributo UE

€ 3 989 007,00

Coordinato da

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (9)

2nd workshop

Mixing in action

Recruitment of ESRs and Project Manager
1st workshop

1st workshop Fundamentals of mixing

Report on mixing dynamics in structured and unsteady flows
Minute of progress meetings

Minutes of progress meetings M24 48 taken by the European Project Manager

3rd workshop

Soft skills

Report

Report a unified framework to identify common mechanisms and universal aspects of the kinematics of stirring in flows

Network meetings

every 6 months

Mid-term training progress reports by supervision committee

Ensure a continuous monitoring of the fellows progress and steer their task plans if required

Other (2)

Simulation platform

Simulation platform for mixing in 3D permeability fields

Algorithm of reinforcement learning to develop innovative strategies for infotaxis

Websites, patent fillings, videos etc. (1)

Network website operational

Demonstrators, pilots, prototypes (1)

Portable Facility

Portable facility for index matching and fluorescence visualizations of stretching processes in flows

Pubblicazioni

Peer reviewed articles (14)

Gas injection into a tilted rotating cylinder

Autori: C. Lefranc, O. Detournay, P. Meunier
Pubblicato in: Physics of Fluids, Numero 35, 2023, ISSN 1070-6631
Editore: American Institute of Physics
DOI: 10.1063/5.0152074

Optimal policies for Bayesian olfactory search in turbulent flows

Autori: R. A. Heinonen, L. Biferale, A. Celani, M. Vergassola
Pubblicato in: Physical Review E, Numero 107, 2023, ISSN 2470-0045
Editore: American Physical Society
DOI: 10.1103/physreve.107.055105

Prandtl number effects on extreme mixing events in forced stratified turbulence

Autori: Nicolaos Petropoulos, Miles M.P. Couchman, Ali Mashayek, Stephen M. de Bruyn Kops, Colm-cille P. Caulfield
Pubblicato in: Journal of Fluid Mechanics, Numero 983, 2024, ISSN 0022-1120
Editore: Cambridge University Press
DOI: 10.1017/jfm.2024.110

Olfactory search with finite-state controllers

Autori: Kyrell Vann B. Verano, Emanuele Panizon, Antonio Celani
Pubblicato in: Proceedings of the National Academy of Sciences, Numero 120, 2023, ISSN 0027-8424
Editore: National Academy of Sciences
DOI: 10.1073/pnas.2304230120

The diffuselet concept for scalar mixing

Autori: Patrice Meunier, Emmanuel Villermaux
Pubblicato in: Journal of Fluid Mechanics, Numero 951, 2022, ISSN 0022-1120
Editore: Cambridge University Press
DOI: 10.1017/jfm.2022.771

Optimizing airborne wind energy with reinforcement learning

Autori: N. Orzan, C. Leone, A. Mazzolini, J. Oyero, A. Celani
Pubblicato in: The European Physical Journal E, Numero 46, 2024, ISSN 1292-8941
Editore: Springer Verlag
DOI: 10.1140/epje/s10189-022-00259-2

Resonances and instabilities in a tilted rotating annulus

Autori: S. Scollo, C. Nobili, E. Villermaux, P. Meunier
Pubblicato in: Journal of Fluid Mechanics, Numero 973, 2023, ISSN 0022-1120
Editore: Cambridge University Press
DOI: 10.1017/jfm.2023.754

Turbulent disruption of density staircases in stratified shear flows

Autori: Nicolaos Petropoulos, Ali Mashayek, Colm-cille P. Caulfield
Pubblicato in: Journal of Fluid Mechanics, Numero 961, 2023, ISSN 0022-1120
Editore: Cambridge University Press
DOI: 10.1017/jfm.2023.251

Effect of radial advection on autocatalytic reaction–diffusion fronts

Autori: Alessandro Comolli, L. Negrojević, Fabian Brau, A. De Wit
Pubblicato in: Physical Chemistry Chemical Physics, Numero 25, 2024, Pagina/e 10604-10619, ISSN 1463-9076
Editore: Royal Society of Chemistry
DOI: 10.1039/d3cp00217a

Connecting finite-time Lyapunov exponents with supersaturation and droplet dynamics in a turbulent bulk flow

Autori: Vladyslav Pushenko, Jörg Schumacher
Pubblicato in: Physical Review E, Numero 109, 2024, ISSN 2470-0045
Editore: American Physical Society
DOI: 10.1103/physreve.109.045101

Settling versus mixing in stratified shear flows

Autori: Nicolaos Petropoulos, Colm-cille P. Caulfield, Patrice Meunier, Emmanuel Villermaux
Pubblicato in: Journal of Fluid Mechanics, Numero 974, 2023, ISSN 0022-1120
Editore: Cambridge University Press
DOI: 10.1017/jfm.2023.804

Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number

Autori: Francesco Borra, Luca Biferale, Massimo Cencini, Antonio Celani
Pubblicato in: Physical Review Fluids, Numero 7, 2022, ISSN 2469-990X
Editore: American Physical Society
DOI: 10.1103/physrevfluids.7.023103

Multiscale Porosity Microfluidics to Study Bacterial Transport in Heterogeneous Chemical Landscapes

Autori: M. Mehdi Salek, Francesco Carrara, Jiande Zhou, Roman Stocker, Joaquin Jimenez‐Martinez
Pubblicato in: Advanced Science, Numero 11, 2024, ISSN 2198-3844
Editore: Wiley-VCH
DOI: 10.1002/advs.202310121

Shearing Liquids of Unequal Viscosity: Can Mixing be Independent of Stirring Rate at a Large Viscosity Ratio?

Autori: I. Castaldi, B. Metzger, H. Lhuissier
Pubblicato in: Physical Review Letters, Numero 133, 2024, ISSN 0031-9007
Editore: American Physical Society
DOI: 10.1103/physrevlett.133.154001