31 citations · 95 across the 8 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★ 25 cited
Data-Enhanced Variational Monte Carlo Simulations for Rydberg Atom Arrays
Stefanie Czischek, M. Schuyler Moss, Matthew Radzihovsky +2
Rydberg atom arrays are programmable quantum simulators capable of preparing interacting qubit systems in a variety of quantum states. Due to long experimental preparation times, o…