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Simulation-Based Inference for Direction Reconstruction of Ultra-High-Energy Cosmic Rays with Radio Arrays

O Macias, Z Mason, M Ho, A Ferrière… - arXiv preprint arXiv …, 2025 - arxiv.org
Astrophysics paper astro-ph.HE Suggest

… We introduce a simulation-based inference pipeline that couples a physics-informed graph neural network (GNN) to a normalizing-flow posterior within the Learning the …

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BibTeX

@misc{macias2025simulationbasedinferencedirectionreconstruction,
      title={Simulation-Based Inference for Direction Reconstruction of Ultra-High-Energy Cosmic Rays with Radio Arrays}, 
      author={Oscar Macias and Zachary Mason and Matthew Ho and Arsène Ferrière and Aurélien Benoit-Lévy and Matías Tueros},
      year={2025},
      eprint={2508.15991},
      archivePrefix={arXiv},
      primaryClass={astro-ph.HE},
      url={https//arxiv.org/abs/2508.15991}, 
}

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