Ontology highlight
ABSTRACT:
SUBMITTER: Carleo G
PROVIDER: S-EPMC6294148 | biostudies-literature | 2018 Dec
REPOSITORIES: biostudies-literature
Carleo Giuseppe G Nomura Yusuke Y Imada Masatoshi M
Nature communications 20181214 1
Obtaining accurate properties of many-body interacting quantum matter is a long-standing challenge in theoretical physics and chemistry, rooting into the complexity of the many-body wave-function. Classical representations of many-body states constitute a key tool for both analytical and numerical approaches to interacting quantum problems. Here, we introduce a technique to construct classical representations of many-body quantum systems based on artificial neural networks. Our constructions are ...[more]