Published January 13, 2021 | Version v1
Dataset Open

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

  • 1. Princeton University

Description

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.

Files

sigmas.txt

Files (7.7 GB)

Name Size Download all
md5:82d9602b6828b1d239eb710ec46a16f7
3.7 GB Download
md5:837d4e66249d241b9447f15de0e477ba
134.2 kB Download
md5:ed213264b42c5b5eec48ebc54fe0dcf1
1.4 MB Download
md5:f974fe00d43375919d4a57ab972a0bf4
349.6 kB Download
md5:86c926d657ee19c5fd55c69fbb4b7fee
3.7 MB Download
md5:45fc0a10d04f2697dc20917d27835950
560.4 MB Download
md5:bc6c8e19a023dcb3a7f7dbe575bf5429
3.2 GB Download
md5:eb5144ef9bdec8e44e40b5387dbfa48e
10.8 kB Preview Download
md5:96cc9e91a3b3079c118caf0c5ee8fd3d
280.5 kB Download
md5:367b4a7211906d54ab79d70f32ec6910
241.7 MB Preview Download

Additional details

Related works

Is referenced by
Preprint: arXiv:2101.04117 (arXiv)
Software: https://github.com/MilesCranmer/bnn_chaos_model (URL)