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# **Identifying stochastic differential equations with geometric inductive biases** ### **Code** ### **Data** The numerical experiments have been executed on a cluster. The generated files used to create the plots in the article are deposited in the _"data"_ component of the current project. The folder are organised in bigger folders depending on the nature of the underlying system and the experiement. In each of those folders individual run with different parameter settings and seeds are stored in seperate folders with titles indicating the selected parameters and seeds. - **fw_2_better:** contains most results with parameter sweeping for the LC oscillator example (both results with the proposed method and the Ornstein-Uhlenbeck augmentation). - **wrong_sigmas:** contains results with estimations employing wrong diffusion constant.
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