From architectures to applications: a review of neural quantum states

URN to cite this document:: urn:nbn:de:bvb:355-epub-748504
DOI to cite this document:: 10.5283/epub.74850

Lange, Hannah ; Van de Walle, Anka ; Abedinnia, Atiye ; Bohrdt, Annabelle

License: Creative Commons Attribution 4.0
PDF - Published Version
(3MB)

Date of publication of this fulltext: 04 Feb 2025 10:41

Alternative links to fulltext:DOI Publisher

Details

Preview

Export bibliographical data

Abstract

Due to the exponential growth of the Hilbert space dimension with system size, the simulation of quantum many-body systems has remained a persistent challenge until today. Here, we review a relatively new class of variational states for the simulation of such systems, namely neural quantum states (NQS), which overcome the exponential scaling by compressing the state in terms of the network ...