Dataset for "A Bayesian neural network predicts the dissolution of compact planetary systems"

The dataset used for training and evaluating the models in the paper "A Bayesian neural network predicts the dissolution of compact planetary systems": https://arxiv.org/abs/2101.04117. The code for working with this dataset, and other links, can be found at: https://github.com/MilesCranmer/bnn_chaos_model.

Related Organizations

College of New Jersey
United States

Keywords

astronomy, machine learning, planets, exoplanets, differential equations, dynamics, neural networks, physics

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