nuclear-multimessenger-astronomy/fiesta-surrogates
Time Series Forecasting • Updated
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This repo contains training data for the fiesta surrogates. The surrogates are based on
- possis (https://arxiv.org/abs/2211.14348)
- afterglowpy (https://github.com/geoffryan/afterglowpy, https://arxiv.org/abs/1909.11691)
- pyblastafterglow (https://github.com/vsevolodnedora/PyBlastAfterglowMag/, https://arxiv.org/abs/2409.16852)
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Models trained or fine-tuned on nuclear-multimessenger-astronomy/fiesta_training_data
Papers for nuclear-multimessenger-astronomy/fiesta_training_data
Multi-physics framework for fast modeling of gamma-ray burst afterglows
Paper • 2409.16852 • Published
The critical role of nuclear heating rates, thermalization efficiencies and opacities for kilonova modelling and parameter inference
Paper • 2211.14348 • Published
Gamma-Ray Burst Afterglows In The Multi-Messenger Era: Numerical Models and Closure Relations
Paper • 1909.11691 • Published