286 citations · 900 across the 28 of their papers we have counts for
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quant-ph2020
Branching Quantum Convolutional Neural Networks
Ian MacCormack, Conor Delaney, Alexey Galda +2
Neural network-based algorithms have garnered considerable attention in condensed matter physics for their ability to learn complex patterns from very high dimensional data sets to…
quant-ph2020★ 25 cited
Tensor Network Quantum Simulator With Step-Dependent Parallelization
Danylo Lykov, Roman Schutski, Alexey Galda +2
In this work, we present a new large-scale quantum circuit simulator. It is based on the tensor network contraction technique to represent quantum circuits. We propose a novel para…