Control Prediction and LeaRning in Mixing processes

Informations projet

CoPerMix

N° de convention de subvention: 956457

DOI

10.3030/956457

Projet clôturé

Date de signature de la CE 9 Septembre 2020

Date de début 1 Janvier 2021

Date de fin 31 Decembre 2024

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total

€ 3 989 007,00

Contribution de l’UE

€ 3 989 007,00

Coordonné par

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (15)

Report on how mixing processes control condensation, chemical reaction patterns and flow instabilities
2nd workshop

Mixing in action

CoPeRMix final conference

Objective: the CoPeRMix final conference will be organized as a Solvay conference33 in Brussels and managed by ULB. This format will attract a broad attendance of scientists and end-users across a large spectrum of disciplines. All academic and industrial members of the consortium will be invited to present what they consider as the key advances of the programme and identify the next questions to ask for the future. The conference will be opened to a general audience.

Recruitment of ESRs and Project Manager
1st workshop

1st workshop Fundamentals of mixing

Career development plan

ESRs' Career development plans

Publications in peer reviewed journals
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 on biological processes in mixtures

Report on biological processes in mixtures.

CoPeRMix summer school

The CoPeRMix summer school will provide the ESRs with a broad vision of mixing in different applications and fields and reflect the state of the art of the key aspects of the research program. The top international experts on mixing will transmit to the ESRs the central scientific questions and current challenges and emphasize the pressing societal issues and new applications covering frontiers of research and applica-tions on mixing processes

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

Demonstrators, pilots, prototypes (3)

Extension of the lamellar framework

Extension of the lamellar framework for granular/particulate systems.

Model for precipitation in soils and drop condensation in supersaturated vapor
Portable Facility

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

Other (4)

Simulation platform

Simulation platform for mixing in 3D permeability fields

Public Engagement

D 6.5 Public Engagement

Algorithm of reinforcement learning to develop innovative strategies for infotaxis
Validation of 3D Diffusive Strip Model from experiments and simulations

Data sets, microdata, etc (2)

Data set of chemotactic motion and growth rates in heterogeneous concentration fields
Data set of reaction efficiencies according to mixing conditions in porous media

Websites, patent fillings, videos etc. (1)

Network website operational

Publications

Peer reviewed articles (14)

Gas injection into a tilted rotating cylinder

Auteurs: C. Lefranc, O. Detournay, P. Meunier
Publié dans: Physics of Fluids, Numéro 35, 2023, ISSN 1070-6631
Éditeur: American Institute of Physics
DOI: 10.1063/5.0152074

Optimal policies for Bayesian olfactory search in turbulent flows

Auteurs: R. A. Heinonen, L. Biferale, A. Celani, M. Vergassola
Publié dans: Physical Review E, Numéro 107, 2023, ISSN 2470-0045
Éditeur: American Physical Society
DOI: 10.1103/physreve.107.055105

Prandtl number effects on extreme mixing events in forced stratified turbulence

Auteurs: Nicolaos Petropoulos, Miles M.P. Couchman, Ali Mashayek, Stephen M. de Bruyn Kops, Colm-cille P. Caulfield
Publié dans: Journal of Fluid Mechanics, Numéro 983, 2024, ISSN 0022-1120
Éditeur: Cambridge University Press
DOI: 10.1017/jfm.2024.110

Olfactory search with finite-state controllers

Auteurs: Kyrell Vann B. Verano, Emanuele Panizon, Antonio Celani
Publié dans: Proceedings of the National Academy of Sciences, Numéro 120, 2023, ISSN 0027-8424
Éditeur: National Academy of Sciences
DOI: 10.1073/pnas.2304230120

The diffuselet concept for scalar mixing

Auteurs: Patrice Meunier, Emmanuel Villermaux
Publié dans: Journal of Fluid Mechanics, Numéro 951, 2022, ISSN 0022-1120
Éditeur: Cambridge University Press
DOI: 10.1017/jfm.2022.771

Optimizing airborne wind energy with reinforcement learning

Auteurs: N. Orzan, C. Leone, A. Mazzolini, J. Oyero, A. Celani
Publié dans: The European Physical Journal E, Numéro 46, 2024, ISSN 1292-8941
Éditeur: Springer Verlag
DOI: 10.1140/epje/s10189-022-00259-2

Resonances and instabilities in a tilted rotating annulus

Auteurs: S. Scollo, C. Nobili, E. Villermaux, P. Meunier
Publié dans: Journal of Fluid Mechanics, Numéro 973, 2023, ISSN 0022-1120
Éditeur: Cambridge University Press
DOI: 10.1017/jfm.2023.754

Turbulent disruption of density staircases in stratified shear flows

Auteurs: Nicolaos Petropoulos, Ali Mashayek, Colm-cille P. Caulfield
Publié dans: Journal of Fluid Mechanics, Numéro 961, 2023, ISSN 0022-1120
Éditeur: Cambridge University Press
DOI: 10.1017/jfm.2023.251

Effect of radial advection on autocatalytic reaction–diffusion fronts

Auteurs: Alessandro Comolli, L. Negrojević, Fabian Brau, A. De Wit
Publié dans: Physical Chemistry Chemical Physics, Numéro 25, 2024, Page(s) 10604-10619, ISSN 1463-9076
Éditeur: Royal Society of Chemistry
DOI: 10.1039/d3cp00217a

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

Auteurs: Vladyslav Pushenko, Jörg Schumacher
Publié dans: Physical Review E, Numéro 109, 2024, ISSN 2470-0045
Éditeur: American Physical Society
DOI: 10.1103/physreve.109.045101

Settling versus mixing in stratified shear flows

Auteurs: Nicolaos Petropoulos, Colm-cille P. Caulfield, Patrice Meunier, Emmanuel Villermaux
Publié dans: Journal of Fluid Mechanics, Numéro 974, 2023, ISSN 0022-1120
Éditeur: Cambridge University Press
DOI: 10.1017/jfm.2023.804

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

Auteurs: Francesco Borra, Luca Biferale, Massimo Cencini, Antonio Celani
Publié dans: Physical Review Fluids, Numéro 7, 2022, ISSN 2469-990X
Éditeur: American Physical Society
DOI: 10.1103/physrevfluids.7.023103

Multiscale Porosity Microfluidics to Study Bacterial Transport in Heterogeneous Chemical Landscapes

Auteurs: M. Mehdi Salek, Francesco Carrara, Jiande Zhou, Roman Stocker, Joaquin Jimenez‐Martinez
Publié dans: Advanced Science, Numéro 11, 2024, ISSN 2198-3844
Éditeur: Wiley-VCH
DOI: 10.1002/advs.202310121

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

Auteurs: I. Castaldi, B. Metzger, H. Lhuissier
Publié dans: Physical Review Letters, Numéro 133, 2024, ISSN 0031-9007
Éditeur: American Physical Society
DOI: 10.1103/physrevlett.133.154001