Titlebook: Large-Scale Structure of the Universe; Cosmological Simulat Kana Moriwaki Book 2022 The Editor(s) (if applicable) and The Author(s), under

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978-981-19-5882-3The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor

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Introduction,Observations of the cosmic microwave background (CMB) have revealed the existence of tiny fluctuations in the early universe. These fluctuations grow with time via gravitational interaction and form the large-scale structure (LSS) observed in the present universe.

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Signal Extraction from 3D LIM Data,In the previous chapters, we have used two-dimensional LIM information. In actual observations, spectral data is also obtained, which can provide additional information. In this chapter, we use three-dimensional CNNs to extract signals from three-dimensional intensity data cubes containing spectral and angular distribution information.

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