Simulation-based inference of the 2D ex-situ stellar mass fraction distribution of galaxies using variational autoencoders

Documenti analoghi

• Constraints on the in-situ and ex-situ stellar masses in nearby galaxies with Artificial Intelligence
  di: Angeloudi, Eirini, et al.
  Pubblicazione: (2024)
• The spatially-resolved effect of mergers on the stellar mass assembly of MaNGA galaxies
  di: Angeloudi, Eirini, et al.
  Pubblicazione: (2025)
• Robust machine learning model of inferring the ex-situ stellar fraction of galaxies from photometric data
  di: Cai, Runsheng, et al.
  Pubblicazione: (2025)
• ERGO-ML: Comparing IllustrisTNG and HSC galaxy images via contrastive learning
  di: Eisert, Lukas, et al.
  Pubblicazione: (2023)
• AstroPT: Scaling Large Observation Models for Astronomy
  di: Smith, Michael J., et al.
  Pubblicazione: (2024)