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Benchmarking quantum tomography completeness and fidelity with machine learning

We train convolutional neural networks to predict whether or not a set of measurements is informationally complete to uniquely reconstruct any given quantum state with no prior information. In addition, we perform fidelity benchmarking based on this measurement set without explicitly carrying out st...

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Príomhchruthaitheoirí: Yong Siah Teo, Seongwook Shin, Hyunseok Jeong, Yosep Kim, Yoon-Ho Kim, Gleb I Struchalin, Egor V Kovlakov, Stanislav S Straupe, Sergei P Kulik, Gerd Leuchs, Luis L Sánchez-Soto
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: IOP Publishing 2021-01-01
Sraith:New Journal of Physics
Ábhair:
Rochtain ar líne:https://doi.org/10.1088/1367-2630/ac1fcb
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