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[ascl:2309.005] DeepGlow: Neural network emulator for BOXFIT

The feed-forward neural network DeepGlow emulates BOXFIT (ascl:2306.059) simulation data of gamma-ray burst (GRB) afterglows. The package provides an easy interface to generate GRB afterglow spectra and light curves mimicking those generated through BOXFIT with high accuracy. The code used to generate the training data and to train the neural networks is also included.

Code site:
https://github.com/omboersma/deepglow
Described in:
https://ui.adsabs.harvard.edu/abs/2023PASA...40...30B
Bibcode:
2023ascl.soft09005B

Views: 770

ascl:2309.005
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