Search Results for author: Marc Williamson

Found 2 papers, 1 papers with code

Dalek -- a deep-learning emulator for TARDIS

no code implementations3 Jul 2020 Wolfgang E. Kerzendorf, Christian Vogl, Johannes Buchner, Gabriella Contardo, Marc Williamson, Patrick van der Smagt

We show that we can train an emulator for this problem given a modest training set of a hundred thousand spectra (easily calculable on modern supercomputers).

Time Series Analysis

Optimal Classification and Outlier Detection for Stripped-Envelope Core-Collapse Supernovae

2 code implementations15 Mar 2019 Marc Williamson, Maryam Modjaz, Federica Bianco

In the current era of time-domain astronomy, it is increasingly important to have rigorous, data driven models for classifying transients, including supernovae.

Solar and Stellar Astrophysics High Energy Astrophysical Phenomena

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