SER-SAG1: Software Contribution

PRODUCTS

1. Catalogue of Periodic, Quasi-Periodic, and Aperiodic AGN Light-Curve Signatures from LSST DP1
   The first catalogue of AGN light-curve periodicity signatures from Vera C. Rubin Legacy Survey of Space and Time Data Preview 1

Activities within LSST

1. Development of AGN Variability Metrics
   Open access code at:
   • https://github.com/LSST-sersag/agn_cadences
   • https://github.com/LSST-sersag/maf_metrics
   Submitted to LSST MAF. Backbone paper published: Kovacevic, Ilic et al 2021, MNRAS, 505, 5012
   Cadence note submitted to SCOC. Metric submitted to LSST MAF. Cadence note manuscript for ApJS in preparation.
2. LSST Enabling Science 2021
   "Building Deep Learning Engine (DLE) for AGN light-curves" - Developing conditional neural process non-parametric modelling of AGN light curves, photometric reverberation code. Both codes applicable to other types of light curves.
   https://github.com/LSST-sersag/dle/blob/main/README.md
3. SER-SAG Talks
   • Two flash talks at LSST PCW 2020 Rubing research bytes: AGN-Ilic et al; Survey strategy-Kovacevic et al.
   • Three talks at LSST AGN SC Summer meeting 2021: Kovacevic et al., Simic et al. (13.07), Hajdinjak, Jankov et al. (14.07)
   • Three talks at PCW 2021 Rubing research bytes: AGN-Radovic et al., Hajdinjak et al., Jankov et al.
4. Data Preview 0 Delegates
   Andjelka Kovacevic, Viktor Radovic, Djordje Savic, Isidora Jankov
5. AGN Data Challenge
   Developed notebooks on ANN: Djordje Savic, Isidora Jankov, Iva Cvorovic Hajdinjak
   Supervisors: Dragana Ilic, Andjelka Kovacevic
6. Directable Software Inkind Contribution Presentation
   LSST TVS Software Workshop 1 by Andjelka Kovacevic and Dragana Ilic
   https://www.youtube.com/watch?v=Lag-DWiDuJM
7. Trilateral Session at 2nd LSST SCOC Workshop
   Andjelka Kovacevic Convener
   https://project.lsst.org/meetings/scoc-sc-workshop2/agenda
   Session Cochairs: Andjelka Kovacevic, Dragana Ilic
8. Trilateral Session Summary
   Submitted to SCOC, prepared by Andjelka Kovacevic, Dragana Ilic, Aprajita Verma, Rachel Street
9. LSST TVS SC Members
   Dragana Ilic, Andjelka Kovacevic, Viktor Radovic, Isidora Jankov (Software and Survey task force)