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This is the dataset originally used for training *Panda*: Patched Attention for Nonlinear Dynamics.
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NOTE: we are working on a larger and improved dataset, with improved filtering for chaotic behavior. Stay tuned!
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Paper abstract:
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This is the dataset originally used for training *Panda*: Patched Attention for Nonlinear Dynamics.
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Details: Each subdirectory is the named for the {Driver}_{Response} skew system, where both the Driver and the Response is a system of coupled ODEs. The files in each subdirectory correspond to random parameter perturbations of the original systems. We call this dataset "skew40" because each system is integrated with 40 periods (on a Fourier timescale, determined by the original unperturbed system). See the [dysts repo](https://github.com/gilpinlab/dysts) for more details.
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NOTE: we are working on a larger and improved dataset, with improved filtering for chaotic behavior. Stay tuned!
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Paper abstract:
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