This repo contains various notebook to study the microlensing in the light of the Fink broker:
- step 0: Simulate microlensing using ZTF DR2 light-curves
- step 1: Construct models using LIA
- step 2: test the classifier on full light-curves and partial light-curves. We focus on the accuracy, the evolution of score over time, and Early Detection Capabilities.
- step 3: Question the role of brokers with respect to data release, by focusing on one particular event, ZTF19aainwvb.
A summary of the results can be found here.