Unitary-coupled restricted Boltzmann machine ansatz for quantum simulations

Abstract Neural-network quantum state (NQS) has attracted significant interests as a powerful wave-function ansatz to model quantum phenomena. In particular, a variant of NQS based on the restricted Boltzmann machine (RBM) has been adapted to model the ground state of spin lattices and the electroni...

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Autores principales: Chang Yu Hsieh, Qiming Sun, Shengyu Zhang, Chee Kong Lee
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/e700190ebe7e4248bb318525bc0e1341
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