遇见数据集

TARDIS configuration and emulator weights and training data for "1991T-Like Type Ia Supernovae as an Extension of the Normal Population"

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Zenodo2023-07-07 更新2026-05-26 收录
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This dataset contains two archives of data related to the paper "1991T-Like Type Ia Supernovae as an Extension of the Normal Population"<br> <br> The first dataset, TARDIS_Emulator_Config.tar.gz , contains the atomic data used to run TARDIS and a template configuration file from which samples are generated including the flags for the physics implementation used. The second dataset, InferenceScripts.tar.gz, contains the trained probabilistic neural network, the training/validation data (Under NNData), and scripts used to train the model and load and evaluate the model. Scripts that perform inference on spectra, as well as a folder of observed spectra (Under CorrectedSpectra), are included as well. A conda environment yaml file is included to rebuild the Python environment required to run all of the scripts. For questions please email John O'Brien.

提供机构:
Zenodo
创建时间:
2023-04-11
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