Wiki › Paper
Galactic archaeology paper (in preparation)
Article
ReadAll pages
From Chaipat's knowledge graph
Galactic archaeology paper is a paper in preparation on his research as a research assistant at NARIT, the National Astronomical Research Institute of Thailand, in 2026. Its title, results and venue will be added here once it is published.
What it draws on
- Galactic merger-history clustering: an HDBSCAN clustering pipeline that groups stars by their shared origin to recover past mergers.
- Faint stellar structure detection: machine-learning models, built with AutoGluon, that look for faint streams and shells of stars around galaxies.
Both ran in Python on HPC and PBS job orchestration infrastructure. Until the paper is out, the site describes the methods and leaves the results out.