Galactic archaeology paper (in preparation)
Paper
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.
See also
In the knowledge graph
NARIT paper and the 10 things it is linked to. Open any dot for its page, or explore it in the full graph.
As data
Everything on this page is read from triples in the knowledge graph. These are the 17 it states about NARIT paper, and 1 more its ontology implies; the console runs SPARQL over the whole graph, here in your browser.
@prefix id: <https://ask.chaipat.cc/id/> . @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> . @prefix cj: <https://ask.chaipat.cc/ns#> . @prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> . @prefix xsd: <http://www.w3.org/2001/XMLSchema#> . id:NARITPaper a cj:Paper ; rdfs:label "Galactic archaeology paper (in preparation)" ; cj:shortLabel "NARIT paper" ; cj:context id:AcademicOutput ; cj:during id:RoleNARIT ; cj:relatedTo id:MergerClustering , id:FaintStructures ; cj:uses id:Python , id:HPC ; cj:publicationStatus "In preparation" ; cj:description "A paper on his galactic-archaeology research at NARIT, now being written. Its title, results and venue will be added once it is published." ; cj:tier 2 ; cj:mentions id:AutoGluon , id:HDBSCAN , id:NARIT ; cj:article "https://ask.chaipat.cc/wiki/NARITPaper"^^xsd:anyURI ; cj:activeIn id:Y2026 .