Replication Data for: "From biological data to oscillator models using SINDy"
Description
Archived version of data needed to reproduce result figures shown in the manuscript: "From biological data to oscillator models using SINDy". The data contains used experimental data which has been taken from literature (BZ reaction, glycolytic oscillations) and self-generated (simple pendulum). The other data contains generated results for different generic oscillator models (Fitzhugh, Goodwin, Mass Action) and SINDy extensions (SINDy-PI). More details can be found in the ReadMe file.
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Tags
- systems-biology
- data-driven-methods
- oscillators
- nonlinear-dynamics
- model-identification