126 citations · 533 across the 16 of their papers we have counts for
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quant-ph2023★ 12 cited
Sample-efficient estimation of entanglement entropy through supervised learning
Maximilian Rieger, Moritz Reh, Martin Gärttner
We explore a supervised machine learning approach to estimate the entanglement entropy of multi-qubit systems from few experimental samples. We put a particular focus on estimating…
quant-ph2021★ 81 cited
Efficient quantum state tomography with convolutional neural networks
Tobias Schmale, Moritz Reh, Martin Gärttner
Modern day quantum simulators can prepare a wide variety of quantum states but the accurate estimation of observables from tomographic measurement data often poses a challenge. We…