Ken Osato

1 articles · 2 co-authors · latest: 2026-07-22
2,877 citations · h-index 23 · 76 papersData: Semantic Scholar

We have retold 1 papers by this author. 1 of them with a full read. most often about: large-scale structure of the universe, dark matter, galaxy cluster. 2 co-authors across our retellings.

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Galaxies2026-07-223 minarXiv:2607.19808
Embroidery on a Dark Canvas: How a Neural Network Creates Galaxies in Seconds
The cosmos resembles silk fabric with threads of the dark web showing through. We only glimpse tiny swatches of the real tapestry — through telescopes, in actual galaxy catalogs. To separate the fundamental signal from astrophysical noise in the cosmic pattern, statistical analysis demands thousands of plausible sketches — synthetic sky maps.