Data from: Modelling the projected separation of microlensing events using systematic time-series feature engineering
datasetposted on 2021-03-15, 10:08 authored by Alex KennedyAlex Kennedy, Gemma NashGemma Nash, Nicholas RattenburyNicholas Rattenbury, Andreas Kempa-LiehrAndreas Kempa-Liehr
This dataset includes primary simulations of gravitational microlensing events used in the paper "Modelling the projected separation of microlensing events using systematic time-series feature engineering" by Alex Kennedy, Gemma Nash, Nicholas Rattenbury and Andreas W. Kempa-Liehr. See the README.md file for a complete description.
The 'simulated' dataset contains 3,000 simulated light curves used for training and testing models.
The 'corrupted' dataset includes 27,300 simulated light curves which were then distorted by data outages and observational error, as described in the attached article.