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Simulation-based Inference for Exoplanet Atmospheric Retrieval Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows

M Aubin, C Cuesta-Lazaro, E Tregidga, J Viaña… - arXiv preprint arXiv …, 2023 - arxiv.org
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… Definition of Normalizing Flows: Normalizing Flows have gained popularity in the field of simulation based inference, as they offer flexible and easily trainable models for …

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BibTeX

@misc{aubin2023simulationbased,
      title={Simulation-based Inference for Exoplanet Atmospheric Retrieval Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows}, 
      author={Mayeul Aubin and Carolina Cuesta-Lazaro and Ethan Tregidga and Javier Viaña and Cecilia Garraffo and Iouli E. Gordon and Mercedes López-Morales and Robert J. Hargreaves and Vladimir Yu. Makhnev and Jeremy J. Drake and Douglas P. Finkbeiner and Phillip Cargile},
      year={2023},
      eprint={2309.09337},
      archivePrefix={arXiv},
      primaryClass={astro-ph.EP}
}

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