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Real-time-TA-DA

Repository containing the codes and data used for creating the figures in Nóvoa, A. & Magri, L. 2022. Real–time thermoacoustic data assimilation. Journal of Fluid Mechanics.

Part I: twin experiments in a Rijke tube with data assimilation.

Part II: assimilation of higher-fidelity data. Combined data assimilation and reservoir computing algorithm.

To replicate a figure, run main.m, selecting the number of the desire figure (following the numbering in the paper).