Monte-Carlo Determination of Causation in Turbulence

Project Information

CausT

Grant agreement ID: 101018287

DOI 10.3030/101018287

EC signature date 1 May 2021

Start date 1 August 2021

End date 31 July 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost € 2 500 000,00

EU contribution € 2 500 000,00

Coordinated by

UNIVERSIDAD POLITECNICA DE MADRID
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (31)

Karhunen–Loéve decomposition of high Reynolds number turbulent pipe flows: a Voronoi analysis

Author(s): D. Massaro, J. Yao, S. Rezaeiravesh, F. Hussain, P. Schlatter
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012018, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012018

The role of nonlinear interactions in the onset of drag increase in flow over riblets

Author(s): B Viggiano, C J Camobreco, J Wong, M Luhar, R García-Mayoral, D Chung, D Gayme
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012010, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012010

Are the dynamics of wall turbulence in minimal channels and larger domain channels equivalent? A graph-theoretic approach

Author(s): Ahmed Elnahhas, Emma Lenz, Parviz Moin, Adrián Lozano-Durán, H. Jane Bae
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012004, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012004

Coherence analysis of geophysical wakes in flow past a three-dimensional hill

Author(s): Jinyuan Liu, Sutanu Sarkar
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012007, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012007

A Perron–Frobenius analysis of wall-bounded turbulence

Author(s): Javier Jiménez
Published in: journal of fluid mechanics, Issue 968, 2023, Page(s) A10, ISSN 1469-7645
Publisher: cambrridge university press
DOI: 10.1017/jfm.2023.515

Inter-scale Causality Relations in Wall Turbulence

Author(s): J De Salis Young, Z Hao, R Garcia-Mayoral
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012019, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012019

Periodic bursting cycles on the edge to square duct turbulence

Author(s): Markus Scherer, Markus Uhlmann, Genta Kawahara
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012013, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012013

A length scale for non-local multi-scale gradient interactions in isotropic turbulence

Author(s): Miguel P. Encinar
Published in: J. Fluid Mechanics, Issue 971, 2023, Page(s) A40, ISSN 1469-7645
Publisher: cambridge university press
DOI: 10.1017/jfm.2023.706

Turbulent activity in the near-wall region of adverse pressure gradient turbulent boundary layers

Author(s): Taygun R Gungor, Yvan Maciel, Ayse G Gungor
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012005, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012005

Identifying causally significant features in three-dimensional isotropic turbulence

Author(s): Miguel P. Encinar; Javier Jiménez
Published in: j. Fluid Mech, Issue 965, 2023, Page(s) A20, ISSN 1469-7645
Publisher: cambridge university press
DOI: 10.1017/jfm.2023.407

Temporal vortex tracking in isotropic turbulence

Author(s): Afonso A. Ghira, Alberto Vela-Martin, Carlos B. Da Silva
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012011, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012011

Drag reduction in a minimal channel flow with scientific multi-agent reinforcement learning

Author(s): D Wälchli, L Guastoni, R Vinuesa, P Koumoutsakos
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012024, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012024

Forgetfulness of turbulent energy cascade associated with different mechanisms

Author(s): Ryo Araki, Alberto Vela-Martín, Adrián Lozano-Durán
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012001, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012001

Active flow control of a turbulent separation bubble through deep reinforcement learning

Author(s): Bernat Font, Francisco Alcántara-Ávila, Jean Rabault, Ricardo Vinuesa, Oriol Lehmkuhl
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012022, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012022

Energy transfer in the formation and evolution of energy-containing motions in turbulent boundary layers

Author(s): Antonio Matas, Kevin Liu, Ezhilsabareesh Kannadasan, Callum Atkinson, Julio Soria
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012008, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012008

Causal features in turbulent channel flow

Author(s): Kosuke Osawa, Javier Jiménez
Published in: Journal of Fluid Mechanics, Issue 1000, 2024, Page(s) A4, ISSN 0022-1120
Publisher: Cambridge University Press
DOI: 10.1017/jfm.2024.838

Transient growth of wavelet-based resolvent modes in the buffer layer of wall-bounded turbulence

Author(s): Eric Ballouz, Scott T. M. Dawson, H. Jane Bae
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012002, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012002

Fake turbulence

Author(s): Javier Jiménez
Published in: Journal of Fluid Mechanics, Issue 990, 2024, Page(s) R2, ISSN 0022-1120
Publisher: Cambridge University Press
DOI: 10.1017/jfm.2024.516

Interaction between near-wall streaks and large-scale motions in turbulent channel flows

Author(s): Zisong Zhou, Chun-Xiao Xu, Javier Jimenez
Published in: J. Fluid Mechanics, Issue 940, 2022, Page(s) A23, ISSN 0022-1120
Publisher: Cambridge University Press
DOI: 10.1017/jfm.2022.236

Coherent structures in elastic turbulent planar jets

Author(s): Christian Amor, Adrián Corrochano, Giulio Foggi Rota, Marco Edoardo Rosti, Soledad Le Clainche
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012020, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012020

Accelerating high order discontinuous Galerkin solvers using neural networks: Wall bounded flows

Author(s): Oscar A. Mariño, David Mayoral, Adrián Juanicotena, Fernando Manrique De Lara, Esteban Ferrer
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012023, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012023

Predictability of decay events in transitional wall-bounded flows

Author(s): Daniel Morón, Alberto Vela-Martín, Marc Avila
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012009, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012009

On the growth of localised perturbations in isotropic turbulence

Author(s): Miguel P. Encinar
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012015, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012015

The streaks of wall-bounded turbulence need not be long

Author(s): Javier Jimenez
Published in: J. Fluid Mechanics, Issue 945, 2022, Page(s) R3, ISSN 0022-1120
Publisher: Cambridge University Press
DOI: 10.1017/jfm.2022.572

Causality between streaks and bursts in wall-bounded turbulence

Author(s): Yuenong Ling, Adrian Lozano-Durán
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012016, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012016

Spectral analysis of the correlation between temperature and wall-normal velocity in Rayleigh-Bénard convection at moderate Rayleigh numbers

Author(s): Myoungkyu Lee
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012006, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012006

Linear and nonlinear Granger causality analysis of turbulent duct flows

Author(s): B Lopez-Doriga, M Atzori, R Vinuesa, H J Bae, A Srivastava, S T M Dawson
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012017, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012017

Prediction of turbulent energy based on low-rank resolvent modes and machine learning

Author(s): Yitong Fan, Bo Chen, Weipeng Li
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012021, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012021

Numerical analysis of the bistable propagation of lean premixed hydrogen flames

Author(s): Alba Domínguez-González, Miguel P. Encinar, Daniel Martínez-Ruiz
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012014, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012014

Coherent structure tracking of the second Mack mode in transitional hypersonic boundary layers

Author(s): Riwan Hammachi, Estelle Piot, Hugues Deniau, Jean-Philippe Brazier, Guillaume Daviller, José I. Cardesa
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012012, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012012

Numerical experiments on scalar transport and mixing in turbulent boundary layers

Author(s): Gabriele Boga, Alfonso Giancola, Andrea Cimarelli
Published in: Journal of Physics: Conference Series, Issue 2753, 2024, Page(s) 012003, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/2753/1/012003

Other (1)

"Conference on ""Causality in turbulence and transition"", Madrid 3-5 2022."

Author(s): K. Osawa, M.P. Encinar, J. Jimenez
Published in: 2022
Publisher: Universidad Politécnica Madrid