Výsledky vyhledávání - "Bonilla, José"

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Electron-nucleus cross sections from transfer learning

Autor: Graczyk, Krzysztof M., Kowal, Beata E., Ankowski, Artur M., Banerjee, Rwik Dharmapal, Bonilla, Jose Luis, Prasad, Hemant, Sobczyk, Jan T.

Transfer learning (TL) allows a deep neural network (DNN) trained on one type of data to be adapted for new problems with limited information. We propose to use the TL technique in physics. The DNN learns the physics of one process, and after fine-tu

Externí odkaz: http://arxiv.org/abs/2408.09936

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Muon capture on the deuteron in chiral effective field theory

Autor: Bonilla, Jose, Acharya, Bijaya, Platter, Lucas

We consider the capture of a muon on a deuteron. An uncertainty analysis of the dominant channels is important for a careful analysis of forthcoming experimental data. We quantify the theoretical uncertainties of chiral effective-field-theory predict

Externí odkaz: http://arxiv.org/abs/2212.08138

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