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Cosmological Analysis with Calibrated Neural Quantile Estimation and Approximate Simulators

H Jia - arXiv preprint arXiv:2411.14748, 2024 - arxiv.org
Astrophysics paper astro-ph.CO Suggest

… We introduce Neural Quantile Estimation (NQE), a new Simulation-Based Inference (SBI) method that leverages a large number of approximate simulations for training …

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BibTeX

@misc{jia2024cosmologicalanalysiscalibratedneural,
title={Cosmological Analysis with Calibrated Neural Quantile Estimation and Approximate Simulators},
author={He Jia},
year={2024},
eprint={2411.14748},
archivePrefix={arXiv},
primaryClass={astro-ph.CO},
url={https//arxiv.org/abs/2411.14748},
}

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