docs(jfm): establish traceable manuscript planning baseline
Track the research dossiers, section freezes, supporting manuscript materials, and round-aware agent controls so future drafting decisions can be reviewed across both repository mirrors. Co-authored-by: Cursor <cursoragent@cursor.com>
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@article{Urzhumov2012,
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author = {Urzhumov, Y. A. and Smith, D. R.},
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title = {Fluid flow control with transformation media},
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journal = {Phys. Rev. Lett.},
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volume = {107},
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pages = {074501},
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year = {2011}
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}
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@article{Rabault2019,
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author = {Rabault, J. and Kuchta, M. and Jensen, A. and R{\'e}glade, U. and Cerardi, N.},
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title = {Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control},
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journal = {J. Fluid Mech.},
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volume = {865},
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pages = {281--302},
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year = {2019},
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doi = {10.1017/jfm.2019.62}
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}
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@article{Paris2021,
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author = {Paris, R. and Beneddine, S. and Dandois, J.},
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title = {Robust flow control and optimal sensor placement using deep reinforcement learning},
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journal = {J. Fluid Mech.},
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volume = {913},
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pages = {A25},
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year = {2021},
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doi = {10.1017/jfm.2020.1170}
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}
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@article{Tang2020,
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author = {Tang, H. and Rabault, J. and Kuhnle, A. and Wang, Y. and Wang, T.},
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title = {Robust active flow control over a range of {R}eynolds numbers using an artificial neural network trained through deep reinforcement learning},
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journal = {Phys. Fluids},
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volume = {32},
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pages = {053605},
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year = {2020},
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doi = {10.1063/5.0006492}
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}
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@article{CornejoMaceda2021,
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author = {Cornejo Maceda, G. Y. and Li, Y. and Lusseyran, F. and Morzy{\'n}ski, M. and Noack, B. R.},
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title = {Stabilization of the fluidic pinball with gradient-enriched machine learning control},
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journal = {J. Fluid Mech.},
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volume = {917},
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pages = {A42},
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year = {2021},
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doi = {10.1017/jfm.2021.301}
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}
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@article{Deng2020,
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author = {Deng, N. and Noack, B. R. and Morzy{\'n}ski, M. and Pastur, L. R.},
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title = {Low-order model for successive bifurcations of the fluidic pinball},
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journal = {J. Fluid Mech.},
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volume = {884},
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pages = {A37},
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year = {2020},
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doi = {10.1017/jfm.2019.959}
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}
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@article{Loiseau2018Galerkin,
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author = {Loiseau, J.-C. and Brunton, S. L.},
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title = {Constrained sparse {G}alerkin regression},
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journal = {J. Fluid Mech.},
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volume = {838},
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pages = {42--67},
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year = {2018},
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doi = {10.1017/jfm.2017.823}
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}
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@article{Loiseau2018,
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author = {Loiseau, J.-C. and Noack, B. R. and Brunton, S. L.},
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title = {Sparse reduced-order modelling: sensor-based dynamics to full-state estimation},
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journal = {J. Fluid Mech.},
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volume = {844},
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pages = {459--490},
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year = {2018},
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doi = {10.1017/jfm.2018.147}
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}
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@article{Brunton2016,
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author = {Brunton, S. L. and Proctor, J. L. and Kutz, J. N.},
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title = {Discovering governing equations from data by sparse identification of nonlinear dynamical systems},
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journal = {Proc. Natl Acad. Sci. USA},
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volume = {113},
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pages = {3932--3937},
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year = {2016},
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doi = {10.1073/pnas.1517384113}
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}
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@article{Gautier2015,
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author = {Gautier, N. and Aider, J.-L. and Duriez, T. and Noack, B. R. and Segond, M. and Abel, M. W.},
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title = {Closed-loop separation control using machine learning},
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journal = {J. Fluid Mech.},
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volume = {770},
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pages = {442--457},
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year = {2015}
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}
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@article{Li2017,
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author = {Li, R. and Noack, B. R. and Cordier, L. and Bor{\'e}e, J. and Harambat, F.},
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title = {Drag reduction of a car model by linear genetic programming control},
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journal = {Exp. Fluids},
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volume = {58},
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pages = {103},
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year = {2017}
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}
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@article{Schulman2017,
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author = {Schulman, J. and Wolski, F. and Dhariwal, P. and Radford, A. and Klimov, O.},
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title = {Proximal policy optimization algorithms},
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journal = {arXiv preprint arXiv:1707.06347},
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year = {2017}
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}
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@article{Cranmer2023,
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author = {Cranmer, M.},
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title = {Interpretable machine learning for science with {PySR} and {SymbolicRegression.jl}},
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journal = {arXiv preprint arXiv:2305.01582},
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year = {2023}
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}
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@article{Boree2003,
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author = {Bor{\'e}e, J.},
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title = {Extended proper orthogonal decomposition: a tool to analyse correlated events in turbulent flows},
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journal = {Exp. Fluids},
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volume = {35},
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pages = {188--192},
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year = {2003}
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}
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@article{Williamson1996,
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author = {Williamson, C. H. K.},
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title = {Vortex dynamics in the cylinder wake},
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journal = {Annu. Rev. Fluid Mech.},
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volume = {28},
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pages = {477--539},
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year = {1996},
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doi = {10.1146/annurev.fl.28.010196.002401}
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}
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@article{Brunton2020,
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author = {Brunton, S. L. and Noack, B. R. and Koumoutsakos, P.},
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title = {Machine learning for fluid mechanics},
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journal = {Annu. Rev. Fluid Mech.},
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volume = {52},
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pages = {477--508},
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year = {2020},
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doi = {10.1146/annurev-fluid-010719-060214}
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}
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@article{Raibaudo2020,
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author = {Raibaudo, C. and Zhong, P. and Noack, B. R. and Martinuzzi, R. J.},
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title = {Machine learning strategies applied to the control of a fluidic pinball},
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journal = {Phys. Fluids},
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volume = {32},
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pages = {015108},
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year = {2020},
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doi = {10.1063/1.5127202}
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}
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@article{Li2022,
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author = {Li, S. and Li, W. and Noack, B. R.},
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title = {Machine-learned control-oriented flow estimation for multi-actuator multi-sensor systems exemplified for the fluidic pinball},
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journal = {J. Fluid Mech.},
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year = {2022},
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doi = {10.1017/jfm.2022.908}
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}
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@article{Marra2024,
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author = {Marra, L. and Cornejo Maceda, G. Y. and Meil{\'a}n-Vila, A. and Guerrero, V. and Rashwan, S. and Noack, B. R. and Discetti, S. and Ianiro, A.},
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title = {Actuation manifold from snapshot data},
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journal = {J. Fluid Mech.},
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year = {2024},
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doi = {10.1017/jfm.2024.593}
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}
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@article{Jin2021,
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author = {Jin, B. and Illingworth, S. and Sandberg, R.},
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title = {Optimal sensor and actuator placement for feedback control of vortex shedding},
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journal = {J. Fluid Mech.},
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year = {2021},
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doi = {10.1017/jfm.2021.948}
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}
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@article{Gong2020,
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author = {Gong, J. and Monty, J. and Illingworth, S.},
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title = {Model-based estimation of vortex shedding in unsteady cylinder wakes},
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journal = {Phys. Rev. Fluids},
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volume = {5},
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pages = {023901},
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year = {2020},
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doi = {10.1103/PhysRevFluids.5.023901}
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}
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@article{Nair2021,
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author = {Nair, A. G. and Taira, K. and Brunton, B. W. and Brunton, S. L.},
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title = {Phase-based control of periodic flows},
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journal = {J. Fluid Mech.},
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year = {2021},
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doi = {10.1017/jfm.2021.735}
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}
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@article{Ishar2019,
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author = {Ishar, R. and Kaiser, E. and Morzy{\'n}ski, M. and Fernex, D. and Semaan, R. and Albers, M. and Meysonnat, P. and Noack, B. R.},
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title = {Metric for attractor overlap},
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journal = {J. Fluid Mech.},
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year = {2019},
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doi = {10.1017/jfm.2019.447}
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}
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