Total citations as of September 2026 from Google Scholar
Citations
h-index
i-10 index
2835
23
28
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).
C. Lagemann, S. Mokbel, M. Gondrum, M. Rüttgers, Y. Wang, P. Suarez, L. Paehler, D. A. Bezgin, A. B. Buhendwa, J. L. Callaham, S. Ahnert, N. Zolman, X. Shao, J.-Ch. Loiseau, N. A. Adams, M. Meinke, W. Schröder, K. Lagemann, E. Lagemann, R. Vinuasa, and S. L. Brunton (2026). The HydroGym reinforcement learning platform for fluid dynamics. Nature. [PDF]
J. S. Kern, R. S. Frantz, and J.-Ch. Loiseau (2026). LightKrylov : Lightweight implementation of Krylov subspace techniques in modern Fortran. Journal of Open Source Software, 11(117), 9623. [PDF]
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]