Publications

Total citations as of September 2025 from Google Scholar
Citations h-index i-10 index
2229 20 26

List of publications in reversed chronological order (most recent first). For each, a link to the journal version is given along with the corresponding arXiv preprint (if not open access).

Notes : * corresponding author; GS graduate student advisee; VS visiting scholar.



R. A. S. FrantzGS*, C. Mimeau, M. SalihogluGS, J.-Ch. Loiseau, & J.-Ch. Robinet (2025). Bifurcation sequence in the wakes of a sphere and a cube. Journal of Fluid Mechanics, vol. 1018. [PDF]

J. L. Callaham*GS, J.-Ch. Loiseau, & S. L. Brunton (2023). Multiscale model reduction for incompressible flows. Journal of Fluid Mechanics, vol. 973. [PDF]

R. A. S. FrantzGS*, J.-Ch. Loiseau, & J.-Ch. Robinet (2023). Krylov methods for large-scale dynamical systems: applications in fluid dynamics. Applied Mechanics Review, 75(3). [PDF] [arXiv]

M. A. ElhawayGS, F. Romano, J.-Ch. Loiseau, & A. Dazin* (2023). Machine learning for optimal flow control in an axial compressor. European Physical Journal E., 46(28). [PDF]

G. Nastro*, J.-Ch. Robinet, J.-Ch. Loiseau, P.-Y. Passaggia, & N. Mazellier (2023). Global stability, sensitivity and passive control of low-Reynolds number flows around NACA 4412 swept wings. Journal of Fluid Mechanics, vol. 957. [PDF]

O. ChehabGS, A. Défossez, J.-Ch. Loiseau, A. Gramfort, & J.-R. King* (2022). Deep recurrent encoder: an end-to-end network to model magnetoencephalography at scale. Neurons, Behavior, Data Analysis and Theory. [PDF]

J. L. CallahamGS*, G. Rigas, J.-Ch. Loiseau, & S. L. Brunton (2022). An empirical mean-field model of symmetry-breaking in a turbulent wake. Science Advances, 8(19). [PDF]

A. Sansica*, J.-Ch. Loiseau, M. Kanamori, A. Hashimoto, & J.-Ch. Robinet (2022). System identification of two-dimensional transonic buffet. AIAA Journal, 60(5). [PDF]

J. L. CallahamGS*, S. L. Brunton, & J.-Ch. Loiseau (2022). On the role of nonlinear correlations in reduced-order modelling. Journal of Fluid Mechanics, vol. 938. [PDF]

A. A. KaptanogluGS*, B. M. de SilvaGS, U. Fasel, K. KahemanGS, A. J. Goldschmidt, J. CallahamGS, C. B. Delahunt, Z. G. Nicolaou, K. ChampionGS, J.-Ch. Loiseau, J. N. Kutz, & S. L. Brunton (2022). PySINDy: a comprehensive Python package for robust sparse system identification. Journal of Open Source Software, 7(69). [PDF]

J. L. CallahamGS*, J.-Ch. Loiseau, G. Rigas, & S. L. Brunton (2021). Nonlinear stochastic modelling with Langevin regression. Proceedings of the Royal Society A, 477:20210092. [PDF]

M. A. BucciGS*, S. Cherubini, J.-Ch. Loiseau, & J.-Ch. Robinet (2021). Influence of freestream turbulence on the flow over a wall roughness. Physical Review Fluids, vol. 6. [PDF]

J.-Ch. Loiseau* (2020). Data-driven modeling of the chaotic thermal convection in an annular thermosyphon. Theoretical and Computational Fluid Dynamics, 34(4). [PDF]

B. M. de SilvaGS*, K. ChampionGS, M. Quade, J.-Ch. Loiseau, J. N. Kutz, & S. L. Brunton (2020). PySINDy: a Python package for the sparse identification of nonlinear dynamical systems from data. Journal of Open Source Software, 5(49). [PDF]

Y. BenganaGS, J.-Ch. Loiseau, J.-Ch. Robinet, & L. S. Tuckerman* (2019). Bifurcation analysis and frequency prediction in shear-driven cavity flow. Journal of Fluid Mechanics, vol. 875. [PDF]

S. GhoshGS*, J.-Ch. Loiseau, W.-P. Breugem, & L. Brandt (2019). Modal and non-modal linear stability of Poiseuille flow through a channel with a porous substrate. European Journal of Mechanics - B/Fluids, vol. 75. [PDF]

F. PicellaGS*, J.-Ch. Loiseau, F. Lusseyran, J.-Ch. Robinet, S. Cherubini, & L. Pastur (2018). Successive bifurcations in a fully three-dimensional open cavity flow. Journal of Fluid Mechanics, vol. 844. [PDF]

J.-Ch. Loiseau*, B. R. Noack, & S. L. Brunton (2018). Sparse reduced-order modelling: sensor-based dynamics to full-state estimation. Journal of Fluid Mechanics, vol. 844 [PDF]

J.-Ch. Loiseau* and S. L. Brunton (2018). Constrained sparse Galerkin regression. Journal of Fluid Mechanics, vol. 838. [PDF]

M. A. BucciGS*, D. K. PuckertGS, C. A. AndrianoGS, J.-Ch. Loiseau, S. Cherubini, J.-Ch. Robinet, & U. Rist (2017). Roughness-induced transition by quasi-resonance of a varicose global mode. Journal of Fluid Mechanics, vol. 836. [PDF]

Z. GeGS*, J.-Ch. Loiseau, O. Tammisola, & L. Brandt (2018). An efficient mass-preserving interface-correction level set/ghost fluid method for droplet suspensions under depletion forces. Journal of Computational Physics, vol. 353. [PDF]

O. Tammisola, J.-Ch. Loiseau, & L. Brandt (2017). Effect of viscosity ratio on the self-sustained instabilities in planar immiscible jets. Physical Review Fluids, vol. 2. [PDF]

A. A. BanaeiGS, J.-Ch. Loiseau, I. LashgariGS, & L. Brandt (2017). Numerical simulations of elastic capsules with nucleus in shear flow. European Journal of Computational Mechanics, vol. 26. [PDF]

J.-Ch. Loiseau*, J.-Ch. Robinet, & E. Leriche (2016). Intermittency and transition to chaos in the cubical lid-driven cavity flow. Fluid Dynamics Research, vol. 48. [PDF]

A. Ducoin*, J.-Ch. Loiseau, & J.-Ch. Robinet (2016). Numerical investigation of the interaction between laminar to turbulent transition and the wake of an airfoil. European Journal of Mechanics - B/Fluids, vol. 57. [PDF]

J. FanonGS, J.-Ch. Loiseau, P. Valluri, I. Bethune, & L. O Naraigh (2016). High-performance computational fluid dynamics: a custom-code approach. European Journal of Physics, vol. 37. [PDF]

J.-Ch. Loiseau*, J.-Ch. Robinet, S. Cherubini, & E. Leriche (2014). Investigation of the roughness-induced transition: global stability analyses and direct numerical simulations. Journal of Fluid Mechanics, vol. 760. [PDF]