CV

Education

Ph.D. in Fluid Dynamics. Arts & Métiers Institute of Technology, Paris, France, 2014.
- Title: Dynamics and global stability of three-dimensional flows.
- Supervisors: Jean-Christophe Robinet (Arts & Métiers, France) and Emmanuel Leriche (Université Lille 1, France)
Master in Fluid Dynamics. Université Pierre et Maris Curie / Ecole Polytechnique, Paris, France, 2010.
Licence in Fundamental Physics. Université d’Orléans, Orléans, France, 2008.

Work experience

Since 2016: Maître de Conférence (Arts & Métiers Institute of Technology, Paris, France)
- Research: Stability analyses of large-scale systems and reduced-order modeling.
- Teaching: Mathematics for Engineers, Dynamical system theory, Scientific Computing in Python.
Mar. 2015-Sep. 2016: Postdoctoral researcher (KTH, Sweden)
- Research: Stability of multiphase flows.
- Supervisor: Professor Luca Brandt
Jun. 2014-Dec. 2014: Postdoctoral researcher (Politecnico di Bari, Italy)
- Research: Nonlinear optimal perturbation and bypass transition in Plane Poiseuille Flow.
- Supervisors: Professor Pietro De Palma and Professor Stefania Cherubini.

Publications

On the role of nonlinear correlations in reduced-order modeling

Jared Callaham, Steven Brunton, Jean-Christophe Loiseau, "On the role of nonlinear correlations in reduced-order modeling." J. Fluid Mech., 2022.

An empirical mean-field model of symmetry-breaking in a turbulent wake

Jared Callaham, Georgios Rigas, Jean-Christophe Loiseau, Steven Brunton, "An empirical mean-field model of symmetry-breaking in a turbulent wake." Sci. Adv., 2022.

System Identification of Two-Dimensional Transonic Buffet

Andrea Sansica, Jean-Christophe Loiseau, Masashi Kanamori, Atsushi Hashimoto, Jean-Christophe Robinet, "System Identification of Two-Dimensional Transonic Buffet." AIAA Journal, 2022.

Nonlinear stochastic modelling with Langevin regression

J. Callaham, J.-C. Loiseau, G. Rigas, S. Brunton, "Nonlinear stochastic modelling with Langevin regression." Proc. R. Soc. A., 2021.

Influence of freestream turbulence on the flow over a wall roughness

M. Bucci, S. Cherubini, J.-Ch. Loiseau, J.-Ch. Robinet, "Influence of freestream turbulence on the flow over a wall roughness." Phys. Rev. Fluids, 2021.

Data-driven modeling of the chaotic thermal convection in an annular thermosyphon

Jean-Christophe Loiseau, "Data-driven modeling of the chaotic thermal convection in an annular thermosyphon." Theor. Comput. Fluid Dyn., 2020.

PySINDy: A Python package for the sparse identification of nonlinear dynamical systems from data

Brian Silva, Kathleen Champion, Markus Quade, Jean-Christophe Loiseau, J. Kutz, Steven Brunton, "PySINDy: A Python package for the sparse identification of nonlinear dynamical systems from data." Journal of Open Source Software, 2020.

Bifurcation analysis and frequency prediction in shear-driven cavity flow

Y. Bengana, J.-Ch Loiseau, J.-Ch Robinet, L. Tuckerman, "Bifurcation analysis and frequency prediction in shear-driven cavity flow." Journal of Fluid Mechanics, 2019.

Modal and non-modal linear stability of Poiseuille flow through a channel with a porous substrate

Souvik Ghosh, Jean-Christophe Loiseau, Wim-Paul Breugem, Luca Brandt, "Modal and non-modal linear stability of Poiseuille flow through a channel with a porous substrate." European Journal of Mechanics - B/Fluids, 2019.

Successive bifurcations in a fully three-dimensional open cavity flow

F. Picella, J.-Ch Loiseau, F. Lusseyran, J.-Ch Robinet, S. Cherubini, L. Pastur, "Successive bifurcations in a fully three-dimensional open cavity flow." Journal of Fluid Mechanics, 2018.

Sparse reduced-order modelling: sensor-based dynamics to full-state estimation

Jean-Christophe Loiseau, Bernd Noack, Steven Brunton, "Sparse reduced-order modelling: sensor-based dynamics to full-state estimation." J. Fluid Mech., 2018.

Constrained sparse Galerkin regression

Jean-Christophe Loiseau, Steven Brunton, "Constrained sparse Galerkin regression." Journal of Fluid Mechanics, 2018.

Roughness-induced transition by quasi-resonance of a varicose global mode

M. Bucci, D. Puckert, C. Andriano, J.-Ch Loiseau, S. Cherubini, J.-Ch Robinet, U. Rist, "Roughness-induced transition by quasi-resonance of a varicose global mode." Journal of Fluid Mechanics, 2018.

An efficient mass-preserving interface-correction level set/ghost fluid method for droplet suspensions under depletion forces

Zhouyang Ge, Jean-Christophe Loiseau, Outi Tammisola, Luca Brandt, "An efficient mass-preserving interface-correction level set/ghost fluid method for droplet suspensions under depletion forces." Journal of Computational Physics, 2018.

Numerical simulations of elastic capsules with nucleus in shear flow

Arash Alizad, Jean-Christophe Loiseau, Iman Lashgari, Luca Brandt, "Numerical simulations of elastic capsules with nucleus in shear flow." European Journal of Computational Mechanics, 2017.

Effect of viscosity ratio on the self-sustained instabilities in planar immiscible jets

Outi Tammisola, Jean-Christophe Loiseau, Luca Brandt, "Effect of viscosity ratio on the self-sustained instabilities in planar immiscible jets." Phys. Rev. Fluids, 2017.

Two-dimensional numerical simulation of the behavior of a circular capsule subject to an inclined centrifugal force near a plate in a fluid

S. Miyauchi, T. Hayase, A. Banaei, J.-Ch. loiseau, L. Brandt, F. Lundell, "Two-dimensional numerical simulation of the behavior of a circular capsule subject to an inclined centrifugal force near a plate in a fluid." Journal of Fluid Science and Technology, 2017.

Service and leadership

Member of the organizing and scientific committee of the Euromech Colloquium 614 Machine Learning method for prediction and control of turbulent flows, Paris, Jun. 2021.
Member of the organizing and scientific committee of the Euromech Colloquium 591 Three-dimensional instability mechanisms in transitional and turbulent flows, Bari, Sep. 2017.

CV