Publications

First Author Publications:

• Insights into the dependence of galaxy properties on the environment with explainable machine learning models
  Shun-ya S. Uchida, Suchetha Cooray, Atsushi J. Nishizawa, Tsutomu T. Takeuchi, and Peter Behroozi
  Monthly Notices of the Royal Astronomical Society 543, 934-950 (Oct 2025) https://doi.org/10.1093/mnras/staf1453

Contributing Author Publications:

• New Quantification of Galaxy Evolution with Manifold Learning / 多様体学習を用いた銀河進化の新しい定量化
  Tsutomu T. TAKEUCHI, Sucheta COORAY, Taisei D. YAMAGATA, Aina May SO, Shun-Ya S. UCHIDA, Shiro IKEDA, Kenji FUKUMIZU, Ryusei R. KANO, Kiyoaki Christopher OMORI, Hai-Xia MA, Wen SHI and Sena A. MATSUI
  Proceedings of the Institute of Statistical Mathematics / 統計数理 73, 375-399 (Dec 2025)
  https://www.ism.ac.jp/editsec/toukei/pdf/73-2-375.pdf