340 citations · 1.4k across the 15 of their papers we have counts for
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astro-ph.IM2016★ 108 cited
Deep Recurrent Neural Networks for Supernovae Classification
Tom Charnock, Adam Moss
We apply deep recurrent neural networks, which are capable of learning complex sequential information, to classify supernovae\footnote{Code available at \href{https://github.com/ad…
astro-ph.CO2016★ 134 cited
CMB constraints on cosmic strings and superstrings
Tom Charnock, Anastasios Avgoustidis, Edmund J. Copeland +1
We present the first complete Markov chain Monte Carlo analysis of cosmological models with evolving cosmic (super)string networks, using the unconnected segment model in the unequ…