Publications

  1. Galaxy and Mass Assembly: Automatic Morphological Classification of Galaxies using Statistical Learning, S. Sreejith, S. Pereverzyev, L. S. Kelvin, F. Marleau, M. Haltmeier, J. Ebner, et al., MNRAS, 474, 4, 2018
  2. Active anomaly detection for time-domain discoveries, E. E. O. Ishida, M. V. Kornilov, K. L Malanchev, M. V. Pruzhinskaya, A. A. Volnova, V. S. Korolev, F. Mondon, S. Sreejith, A. A. Malancheva and S. Das, A & A, 650, A195 (2021)
  3. Realization of different techniques for anomaly detection in astronomical databases, Konstantin Malanchev, Vladimir Korolev, Matwey Kornilov, Emille EO Ishida, Anastasia Malancheva, Florian Mondon, Maria Pruzhinskaya, Sreevarsha Sreejith, Alina Volnova, International Conference on Data Analytics and Management in Data Intensive Domains, Springer, Communications in Computer and Information Science book series (CCIS,volume 1223)
  4. Newly discovered dwarf galaxies in the MATLAS low-density fields,Rebecca Habas, Francine R Marleau, Pierre-Alain Duc, Patrick R Durrell, Sanjaya Paudel, Mélina Poulain, Rubén Sánchez-Janssen, Sreevarsha Sreejith, Joanna Ramasawmy, Bryson Stemock, Christopher Leach, Jean-Charles Cuillandre, Stephen Gwyn, Adriano Agnello, Michal Bílek, Jérémy Fensch, Oliver Müller, Eric W Peng, Remco FJ van der Burg, MNRAS, 491, 2, 2020
  5. The Most Interesting Anomalies Discovered in ZTF DR3 from the SNAD-III Workshop, Patrick D Aleo, Emille EO Ishida, Matwey Kornilov, Vladimir Korolev, Konstantin Malanchev, Florian Mondon, Maria Pruzhinskaya, Sreevarsha Sreejith, Alina Volnova, Sergey Antipin, Research Notes of the AAS, 4,7,2020
  6. Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients, Noble Kennamer, Emille EO Ishida, Santiago Gonzalez-Gaitan, Rafael S de Souza, Alexander Ihler, Kara Ponder, Ricardo Vilalta, Anais Möller, David O Jones, Mi Dai, Alberto Krone-Martins, Bruno Quint, Sreevarsha Sreejith, Alex I Malz, Lluis Galbany, 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2020
  7. Anomaly detection in the Zwicky Transient Facility DR3, KL Malanchev, MV Pruzhinskaya, VS Korolev, PD Aleo, MV Kornilov, EEO Ishida, VV Krushinsky, F Mondon, S Sreejith, AA Volnova, AA Belinski, AV Dodin, AM Tatarnikov, SG Zheltoukhov, SNAD Team), MNRAS, 502,4,2021
  8. ZWAD: Anomaly detection pipeline, KL Malanchev, MV Pruzhinskaya, VS Korolev, PD Aleo, MV Kornilov, EEO Ishida, VV Krushinsky, F Mondon, S Sreejith, AA Volnova, AA Belinski, AV Dodin, AM Tatarnikov, SG Zheltoukhov, Astrophysics Source Code Library, 2021
  9. Supernovae search in the Zwicky Transient Facility Data Releases, A Novinskaya, MV Pruzhinskaya, KL Malanchev, MV Kornilov, F Mondon, AA Volnova, PD Aleo, EEO Ishida, VS Korolev, S Sreejith, ASTRONOMY AT THE EPOCH OF MULTIMESSENGER STUDIES, 2021
  10. Galaxy Deblending using Residual Dense Neural networks, Hong Wang, Sreevarsha Sreejith, Anže Slosar, Yuewei Lin, Shinjae Yoo, arXiv preprint arXiv:2109.09550, 2021
  11. SNAD transient miner: Finding missed transient events in ZTF DR4 using kD trees, PD Aleo, KL Malanchev, MV Pruzhinskaya, EEO Ishida, E Russeil, MV Kornilov, VS Korolev, S Sreejith, AA Volnova, GS Narayan, New Astronomy, 2022
  12. Neural network based point spread function deconvolution for astronomical applications, Hong Wang, Sreevarsha Sreejith, Anže Slosar, Yuewei Lin, Shinjae Yoo, in prep.