Large-Scale Structure of the Universe

Large-Scale Structure of the Universe

Cosmological Simulations and Machine Learning

Moriwaki, Kana

Springer Verlag, Singapore

11/2022

120

Dura

Inglês

9789811958793

15 a 20 dias

371

Descrição não disponível.
Introduction.- Observations of the Large-Scale Structure of the Universe.- Modeling Emission Line Galaxies.- Signal Extraction from Noisy LIM Data.- Signal Separation from Confused LIM Data.- Signal Extraction from 3D LIM Data.- Application of LIM Data for Studying Cosmic Reionization.- Summary and Outlook.- Appendix.
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Line Intensity Mapping;Signal Reconstruction;Generative Adversarial Network;Galaxy Formation and Evolution;Large-Scale Structure of the Universe;Cosmological Simulation;Emission Line Galaxy;Convolutional Neural Netowrk;Noise Reduction