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Source code for the research project: "Dynamics, Energy Conservation and Symmetries of a Double Pendulum: A Neural Networks Approach"

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Dynamics, Energy Conservation and Symmetries of a Double Pendulum: A Neural Networks Approach

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This repository serves as a supplementary material for the lab project at University of Groningen. Here, you can find our code, models, results and additional figures.

Structure

  1. data - the data we used for training and evaluating the networks
  2. models - all four evaluated models
  3. result - all error and performance plots for each model
  4. tuning - supplementary results for the hyperparameter tuning

Result video

doublepend(2)

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Source code for the research project: "Dynamics, Energy Conservation and Symmetries of a Double Pendulum: A Neural Networks Approach"

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