Kana Moriwaki

Publications

K. Moriwaki, A. Beane, A. Lidz, "Insights into the 21 cm field from the vanishing cross-power spectrum at the epoch of reionization", Monthly Notices of the Royal Astronomical Society, 530, 3183, 2024 [arXiv]
K. Moriwaki, T. Nishimichi, N. Yoshida, "Machine learning for observational cosmology", Reports on Progress in Physics, 86(7):076901, 2023. [arXiv]
K. Moriwaki, N. Yoshida, "Deep-learning Reconstruction of Three-dimensional Galaxy Distributions with Intensity Mapping Observations", The Astrophysical Journal Letters, 923, L7, 2021 [arXiv]
K. Moriwaki, M. Shirasaki, N. Yoshida, "Deep Learning for Intensity Mapping Observations: Information Extraction from Noisy Maps", The Astrophysical Journal Letters, 906, L1, 2021 [arXiv]
K. Moriwaki, N. Filippova, M. Shirasaki, N. Yoshida, "Deep learning for intensity mapping observations: Component extraction", Monthly Notices of the Royal Astronomical Society, 496, L54, 2020 [arXiv]
K. Moriwaki, N. Yoshida, M. B. Eide, B. Ciardi, “Cross-correlation between the 21-cm signal and [OIII] emitters during early cosmic reionization”, Monthly Notices of the Royal Astronomical Society, 489, 2471, 2019 [arXiv]
K. Moriwaki, N. Yoshida, I. Shimizu, Y. Harikane, Y. Matsuda, H. Matsuo, T. Hashimoto, A. K. Inoue, Y. Tamura, T. Nagao, “The distribution and physical properties of high-redshift [OIII] emitters in a cosmological hydrodynamics simulation”, Monthly Notices of the Royal Astronomical Society, 481, L84, 2018 [arXiv]

K. Moriwaki, "Large-Scale Structure of the Universe -- Cosmological Simulations and Machine Learning", Springer Theses, Springer Singapore, 2022 [link]