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Inferring Cosmological Parameters on SDSS via Domain-Generalized Neural Networks and Lightcone Simulations

JY Lee, J Kim, M Jung, BK Oh, Y Jo, S Park… - arXiv preprint arXiv …, 2024 - arxiv.org
Astrophysics paper astro-ph.CO Suggest

… ABSTRACT We present a proof-of-concept simulation-based inference on Ωm and σ8 from the SDSS BOSS LOWZ NGC catalog using neural networks and domain …

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BibTeX

@misc{lee2024inferringcosmologicalparameterssdss,
      title={Inferring Cosmological Parameters on SDSS via Domain-Generalized Neural Networks and Lightcone Simulations}, 
      author={Jun-Young Lee and Ji-hoon Kim and Minyong Jung and Boon Kiat Oh and Yongseok Jo and Songyoun Park and Jaehyun Lee and Yuan-Sen Ting and Ho Seong Hwang},
      year={2024},
      eprint={2409.02256},
      archivePrefix={arXiv},
      primaryClass={astro-ph.CO},
      doi={https//doi.org/10.3847/1538-4357/ad73d4},
      url={https//arxiv.org/abs/2409.02256}, 
}

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