496 citations · 883 across the 12 of their papers we have counts for
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physics.comp-ph2022★ 7 cited
Unsupervised Learning of Rydberg Atom Array Phase Diagram with Siamese Neural Networks
Zakaria Patel, Ejaaz Merali, Sebastian J. Wetzel
We introduce an unsupervised machine learning method based on Siamese Neural Networks (SNN) to detect phase boundaries. This method is applied to Monte-Carlo simulations of Ising-t…
quant-ph2022★ 6 cited
Modern applications of machine learning in quantum sciences
Anna Dawid, Julian Arnold, Borja Requena +26
In this book, we provide a comprehensive introduction to the most recent advances in the application of machine learning methods in quantum sciences. We cover the use of deep learn…