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🔍 supanut thanasilp 📂 Physics
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Physics Preprint PDF DOI

SUPPNet: Neural network for stellar spectrum normalisation

Tomasz Rozanski, Ewa Niemczura, Jakub Lemiesz, Natalia Posi{l}ek, Pawe{l} Rozanski · 2021

Precise continuum normalisation of merged \'{e}chelle spectra is a demanding task necessary for various detailed spectroscopic analyses. Automatic methods have limited effectiveness due to the variety…

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Physics Preprint PDF DOI

SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention

Alexander Shmakov, Michael James Fenton, Ta-Wei Ho, Shih-Chieh Hsu, Daniel Whiteson, Pierre Baldi · 2021

The creation of unstable heavy particles at the Large Hadron Collider is the most direct way to address some of the deepest open questions in physics. Collisions typically produce variable-size sets o…

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