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Improving Convolutional Neural Networks for Cosmological Fields with Random Permutation

K Zhong, M Gatti, B Jain - arXiv preprint arXiv:2403.01368, 2024 - arxiv.org
Astrophysics paper astro-ph.CO Suggest

… We use simulation-based inference (SBI) to show that the model outperforms CNN designs in the literature. We find a 30% improvement in the constraints of the 𝑆8 …

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