Selected Publications

Sreejith, Sreevarsha, Sergiy Pereverzyev Jr., et al. (Mar. 2018). “Galaxy And Mass Assembly: automatic morphological classification of galaxies using statistical learning”. In: 474.4, pp. 5232–5258. doi: 10.1093/mnras/stx2976.

Wang, Hong, Sreevarsha Sreejith, An že Slosar, et al. (Sept. 2022). “Galaxy deblending using residual dense neural networks”. In: Phys. Rev. D 106 (6), p. 063023. doi: 10.1103/PhysRevD.106.063023.

Wang, Hong, Sreevarsha Sreejith, Yuewei Lin, et al. (Aug. 2023). “Neural Network Based Point Spread Function Deconvolution For Astronomical Applications”. In: The Open Journal of Astrophysics 6. issn: 2565-6120. doi: 10.21105/astro.2210.01666.

Sreejith, Sreevarsha et al. (Nov. 2024). “Point spread function deconvolution using a convolutional autoencoder”. In: Phys. Rev. D 110 (10), p. 103030. doi: 10.1103/PhysRevD.110.103030.

Sreejith, Sreevarsha, Maria V. Pruzhinskaya, et al. (2026). “Dataset of artefacts for machine learning applications in astronomy”. In: New Astronomy 122, p. 102466. issn: 1384-1076. doi: https://doi.org/10.1016/j.newast.2025.102466.

Full publication list : https://ui.adsabs.harvard.edu/public-libraries/eLqnxiiQS-iliEZ5avJSCA