Keiya Hirashima, Kana Moriwaki, Michiko S Fujii, Yutaka Hirai, Takayuki R Saitoh, Junichiro Makino. 3D-Spatiotemporal forecasting the expansion of supernova shells using deep learning towards high-resolution galaxy simulations. Monthly Notices of the Royal Astronomical Society. 2023
Kana Moriwaki, Takahiro Nishimichi, Naoki Yoshida. Machine learning for observational cosmology. Reports on Progress in Physics. 2023. 86. 7. 076901
Yoichi Tamura, Tom J. L. C. Bakx, Akio K. Inoue, Takuya Hashimoto, Tsuyoshi Tokuoka, Chihiro Imamura, Bunyo Hatsukade, Minju M. Lee, Kana Moriwaki, Takashi Okamoto, et al. The 300 pc Resolution Imaging of a z = 8.31 Galaxy: Turbulent Ionized Gas and Potential Stellar Feedback 600 Million Years after the Big Bang. The Astrophysical Journal. 2023. 952. 1
Tsuyoshi Tokuoka, Akio K. Inoue, Takuya Hashimoto, Richard S. Ellis, Nicolas Laporte, Yuma Sugahara, Hiroshi Matsuo, Yoichi Tamura, Yoshinobu Fudamoto, Kana Moriwaki, et al. Possible Systematic Rotation in the Mature Stellar Population of a z = 9.1 Galaxy. The Astrophysical Journal Letters. 2022. 933. 1
Kana Moriwaki. Deep Learning Application for Reconstruction of Large-Scale Structure of the Universe. Big-Data-Analytics in Astronomy, Science, and Engineering. 2022. 73-82
Deep Learning Application for Reconstruction of Large-Scale Structure of the Universe
(Big Data Analytics in Science and Engineering (BASE), 9th International Conference Data Models and New Query Languages in Big Data Analytics 2021)