Encoding of Probability Distributions for Quantum Monte Carlo Using Tensor Networks

The application of Tensor Networks (TN) in quantum computing has shown promise, particularly for data loading. However, the assumption that data is readily available often renders the integration of TN techniques into Quantum Monte Carlo (QMC) inefficient, as complete probability distributions would...

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Veröffentlicht in:	arXiv.org 2024-11
Hauptverfasser:	Pereira, Antonio, Villarino, Alba, Cortines, Aser, Mugel, Samuel, Orus, Roman, Victor Leme Beltran, Scursulim, J V S, Brito, Samurai
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Mathematical analysis Quantum computing Tensors
Online-Zugang:	Volltext
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