Jean-Christophe Loiseau

Constrained sparse Galerkin regression

Jean-Christophe Loiseau, Steven L. Brunton · Journal of Fluid Mechanics · 2018 · 323 citations · Full text

Numerical Analysis, Reduced Order Modeling, Engineering +17

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

Brian M. de Silva, Kathleen Champion, Markus Quade et al. · The Journal of Open Source Software · 2020 · 216 citations · Full text

Nonlinear System Identification, Sparse Identification, Parameter Identification +11

PySINDy: A comprehensive Python package for robust sparse system identification

Alan A. Kaptanoglu, Brian M. de Silva, Urban Fasel et al. · The Journal of Open Source Software · 2022 · 168 citations · Full text

Engineering, Machine Learning, Computational Mechanics +19

Investigation of the roughness-induced transition: global stability analyses and direct numerical simulations

Jean-Christophe Loiseau, Jean-Christophe Robinet, Stefania Cherubini et al. · Journal of Fluid Mechanics · 2014 · 123 citations · Full text

Engineering, Fluid Mechanics, Mechanical Engineering +24

Nonlinear stochastic modelling with Langevin regression

Jared Callaham, Jean-Christophe Loiseau, Georgios Rigas et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 71 citations · Full text