Jean-Christophe Loiseau

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Steven L. BruntonProfessor, University of WashingtonVerified email at uw.edu
Jean-Christophe RobinetProfessor, DynFluid Laboratory, Arts et Métiers Institute of TechnologyVerified email at ensam.eu
Stefania CherubiniFull Professor at Politecnico di BariVerified email at poliba.it
Jared CallahamUniversity of WashingtonVerified email at uw.edu
Bernd R. NoackNational Talent Professor at Harbin Institute of Technology; Professor at TU BerlinVerified email at hit.edu.cn
J. Nathan KutzProfessor of Applied Mathematics & Electrical and Computer EngineeringVerified email at uw.edu
Luca BrandtProfessor in Hydraulics at DIATI, Politecnico di Torino, ItalyVerified email at polito.it
Markus QuadeAmbrosys GmbHVerified email at ambrosys.de
Alan Ali KaptanogluAssistant Professor, New York UniversityVerified email at nyu.edu
Charles B DelahuntResearch Scientist: Global Health Labs, Bellevue, WashingtonVerified email at uw.edu
Georgios RigasImperial College LondonVerified email at imperial.ac.uk
Dr Outi TammisolaProfessor in fluid mechanicsVerified email at mech.kth.se
Urban FaselImperial College LondonVerified email at imperial.ac.uk
Antoine DucoinAssociate professor - Ecole Centrale de NantesVerified email at ec-nantes.fr
François LusseyranDirecteur de recherche émérite au CNRS, LISNVerified email at limsi.fr
Ricardo FrantzLaboratoire DynFluid - Arts et Métiers ParisTechVerified email at ensam.eu
Zhouyang GeUniversity of British Columbia; KTHVerified email at mail.ubc.ca
Jean-Rémi KingMetaVerified email at fb.com
Alexandre GramfortMetaVerified email at meta.com
Alexandre DéfossezKyutaiVerified email at kyutai.org

Jean-Christophe Loiseau

Assistant Professor, DynFluid Laboratory - Arts et Métiers ParisTech

Verified email at ensam.eu - Homepage

Fluid dynamics chaos theory machine learning dynamical systems


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Constrained sparse Galerkin regression JC Loiseau, SL Brunton Journal of Fluid Mechanics 838, 42-67, 2018	350	2018
Pysindy: a python package for the sparse identification of nonlinear dynamics from data BM de Silva, K Champion, M Quade, JC Loiseau, JN Kutz, SL Brunton arXiv preprint arXiv:2004.08424, 2020	271	2020
Sparse reduced-order modelling: sensor-based dynamics to full-state estimation JC Loiseau, BR Noack, SL Brunton Journal of Fluid Mechanics 844, 459-490, 2018	234	2018
PySINDy: A comprehensive Python package for robust sparse system identification AA Kaptanoglu, BM de Silva, U Fasel, K Kaheman, AJ Goldschmidt, ... arXiv preprint arXiv:2111.08481, 2021	186	2021
Investigation of the roughness-induced transition: global stability analyses and direct numerical simulations JC Loiseau, S CHERUBINI, JC ROBINET, E LERICHE Cambridge University Press, 2014	139	2014
Nonlinear stochastic modelling with Langevin regression JL Callaham, JC Loiseau, G Rigas, SL Brunton Proceedings of the Royal Society A 477 (2250), 20210092, 2021	95	2021
Data-driven modeling of the chaotic thermal convection in an annular thermosyphon JC Loiseau Theoretical and Computational Fluid Dynamics 34 (4), 339-365, 2020	60	2020
Numerical investigation of the interaction between laminar to turbulent transition and the wake of an airfoil A Ducoin, JC Loiseau, JC Robinet European Journal of Mechanics-B/Fluids 57, 231-248, 2016	58	2016
On the role of nonlinear correlations in reduced-order modelling JL Callaham, SL Brunton, JC Loiseau Journal of Fluid Mechanics 938, A1, 2022	56	2022
An efficient mass-preserving interface-correction level set/ghost fluid method for droplet suspensions under depletion forces Z Ge, JC Loiseau, O Tammisola, L Brandt Journal of Computational Physics 353, 435-459, 2018	54	2018
An empirical mean-field model of symmetry-breaking in a turbulent wake JL Callaham, G Rigas, JC Loiseau, SL Brunton Science Advances 8 (19), eabm4786, 2022	43	2022
Roughness-induced transition by quasi-resonance of a varicose global mode MA Bucci, DK Puckert, C Andriano, JC Loiseau, S Cherubini, JC Robinet, ... Journal of Fluid Mechanics 836, 167-191, 2018	42	2018
From the POD-Galerkin method to sparse manifold models JC Loiseau, S Brunton, B Noack Handbook of Model Order Reduction, Volume 3, 2021	36	2021
Intermittency and transition to chaos in the cubical lid-driven cavity flow JC Loiseau, JC Robinet, E Leriche Fluid Dynamics Research 48 (6), 061421, 2016	34	2016
Time-stepping and Krylov methods for large-scale instability problems JC Loiseau, MA Bucci, S Cherubini, JC Robinet Computational modelling of bifurcations and instabilities in fluid dynamics …, 2019	33	2019
Successive bifurcations in a fully three-dimensional open cavity flow F Picella, JC Loiseau, F Lusseyran, JC Robinet, S Cherubini, L Pastur Journal of Fluid Mechanics 844, 855-877, 2018	33	2018
Bifurcation analysis and frequency prediction in shear-driven cavity flow Y Bengana, JC Loiseau, JC Robinet, LS Tuckerman Journal of Fluid Mechanics 875, 725-757, 2019	32	2019
Influence of freestream turbulence on the flow over a wall roughness MA Bucci, S Cherubini, JC Loiseau, JC Robinet Physical Review Fluids 6 (6), 063903, 2021	26	2021
Numerical simulations of elastic capsules with nucleus in shear flow A Alizad Banaei, JC Loiseau, I Lashgari, L Brandt European Journal of Computational Mechanics 26 (1-2), 131-153, 2017	24	2017
Modal and non-modal linear stability of Poiseuille flow through a channel with a porous substrate S Ghosh, JC Loiseau, WP Breugem, L Brandt European Journal of Mechanics-B/Fluids 75, 29-43, 2019	17	2019

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