Anomaly Detection to identify Transients in LSST Time Series Data

Miguel Crispim Romao, Djuna Croon, Daniel Godines

We introduce a novel approach to detecting microlensing events and other transients in light curves, utilising the isolation forest (iForest) algorithm for anomaly detection. Focus…